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@subhamay-bhattacharyya

Subhamay Bhattacharyya

Subhamay Bhattacharyya

Hi there 👋, I am Subhamay Bhattacharyya, 7x AWS, 1x Azure, 2x GitHub and 1x HashiCorp Terraform, 4 x Snowflake and 1 x Databricks Certified, 2 x Astronomer and 5x Atlassian Certified Data Engineer and a AWS Cloud Enthusiast

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I'm a Senior Manager & Cloud Data Engineer with a strong focus on multi-cloud architecture, DevOps automation, and data platforms. I build production-grade cloud systems across AWS, Azure, and GCP using Terraform, GitHub Actions, Ansible, and serverless services, with a deep emphasis on security, observability, and cost-efficient design.

My work blends hands-on engineering with architectural leadership—from designing event-driven data pipelines and cloud-native analytics platforms to building enterprise-ready CI/CD pipelines using OIDC-based zero-trust authentication and infrastructure-as-code.


🚀 What I’m Building

I’m currently developing a multi-cloud Cloud Resume Challenge platform, where the same production-grade architecture is deployed on:

  • AWS — S3, CloudFront, Route 53, Lambda, DynamoDB, Kinesis, RDS, VPC, EC2, Athena, API Gateway, Glue, Step Functions, SNS, SQS, EventBridge, CloudWatch, IAM, KMS, Secrets Manager
  • GCP — Cloud Storage, Cloud CDN, Cloud DNS, Workload Identity Federation
  • Azure — Storage Static Website, Azure Front Door, Azure DNS

Everything is provisioned using Terraform modules, deployed via GitHub Actions with OIDC, and validated with Ansible-driven configuration management—mirroring how real-world cloud platforms are built and operated.

Alongside this, I build reusable GitHub Actions, Terraform modules, and data engineering pipelines for AWS Glue, Snowflake, BigQuery, and Azure Data Factory.


🧠 What I Specialize In

  • Multi-cloud Infrastructure as Code (Terraform, HCP Terraform, GitHub OIDC)
  • Serverless & Event-Driven Architectures (Lambda, Glue, Kinesis, Pub/Sub, Dataflow)
  • Data Engineering Platforms (Snowflake, BigQuery, Athena, Glue, DMS)
  • CI/CD & Platform Engineering (GitHub Actions, reusable workflows, DevContainers)
  • Security & Observability (OIDC, IAM federation, Honeycomb, Splunk, lineage tracking)

🏅 Continuous Learning

I actively maintain a broad certification portfolio across AWS, Azure, GCP, Snowflake, GitHub, and Terraform, using them as a way to validate and deepen real-world engineering skills—not just theory.


🎯 My Goal

To design and operate cloud platforms that are secure, automated, observable, and scalable by default—and to build public, open-source projects that demonstrate what modern cloud engineering really looks like in practice.

🏆 Professional Certificates

AWS Certifications (10)

AWS Certified Cloud Practitioner
Valid till: Apr 18, 2029
AWS Certified AI Practitioner
Valid till: Jun 14, 2028
AWS Certified Solutions Architect Associate
Valid till: May 31, 2028
AWS Certified Developer Associate
Valid till: Aug 16, 2028
AWS Generative AI Engineer Professional
Preparing
AWS Certified Data Engineer Associate
Valid till: Dec 20, 2027
AWS Certified CloudOps Engineer Associate
Valid till: Apr 18, 2029
AWS Certified Security Specialty
Valid till: Jul 25, 2029
AWS Machine Learning Engineer Associate
Preparing
AWS Solutions Architect Professional
Preparing

Other Cloud Platform Certifications (3)

Associate Data Practitioner Certification
Valid till: Dec 20, 2028
Cloud Digital Leader Certification
Valid till: 2026-07-29
Microsoft Certified Azure Data Fundamentals
Issued: Dec 18, 2021 | No Expiry

CI/CD Certifications (3)

GitHub Foundations
Valid till: May 28, 2028
GitHub Actions
Valid till: Jun 28, 2028
HashiCorp Certified Terraform Associate 004
Valid till: Apr 1, 2028

Claude Certifications (1)

Claude Certified Architect Foundation
Valid till: Sep 18, 2027
Claude Certified Architect Foundation
Valid till: Aug 28, 2027

Atlassian Certifications (5)

Atlassian Cloud Foundations
Valid till: 2028-10-21
Atlassian Board Configuration
Valid till: 2028-10-16
Atlassian Jira Essentials
Valid till: 2028-09-26
Atlassian Rovo Fundamentals
Valid till: 2027-07-24
Atlassian Agile DevOps Specialist
Valid till: 2027-07-24

Data and Analytics Certifications (5)

SnowPro Associate Platform
Valid till: March 13, 2028
SnowPro Core
Valid till: June 13, 2028
SnowPro Advanced Data Engineer
Valid till: June 13, 2028
SnowPro Advanced Architect
Valid till: June 13, 2028
Databricks Certified Data Engineer Associate
Valid till: January 31, 2028

Workflow Engineering Certifications (2)

Astronomer Certification for Apache Airflow 3 Fundamentals
Issued: Nov 10, 2025 | No Expiry
Astronomer Certification DAG Authoring for Apache Airflow 3
Issued: Nov 16, 2025 | No Expiry

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📦 Repository Categories

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☁️ Terraform Template Repository (6)

# Repository Description branch issue pr size
1 🟡 terraform-google-service-demo
Not available Release Tag
🏗️ A template repository to be used to create Google Services Demo
Maturity: Beta Last Commit Release Date
2 1 1 106 KB
2 🟢 terraform-snowflake-module-template
Release Release Tag
✅ Terraform Snowflake module GitHub repository template
Maturity: Beta Last Commit Release Date
9 8 8 511 KB
3 🟢 terraform-aws-module-template
Release Release Tag
✅ A GitHub template repository for bootstrapping reusable Terraform AWS modules. Provides a standardized layout with submodules, examples, Terratest integration tests, CI workflows using OIDC, semantic-release, and Conventional Commits — so new AWS modules start with consistent structure, validation, and release automation.
Maturity: Beta Last Commit Release Date
8 7 7 637 KB
4 🟢 terraform-google-module-template
Release Release Tag
✅ A reusable, opinionated Terraform module template for provisioning and managing Google Cloud Platform resources — designed for consistency, scalability, and best practices.
Maturity: Beta Last Commit Release Date
6 5 5 414 KB
5 ⚪ terraform-template
Not available Release Tag
📄🎯 GitHub Repository Template for Terraform as IaC.
Maturity: Experimental Last Commit Release Date
4 3 2 324 KB
6 ⚪ claude-terraform-aws-template
Not available Release Tag
roduction-ready Terraform template for AWS. Includes CI/CD workflows, pre-commit hooks, security scanning, and conventions for scalable IaC deployments. Use as a starting point for new infrastructure projects across cloud providers and data platforms.
Maturity: Experimental Last Commit Release Date
1 0 0 14 KB

☁️ Google Cloud Platform - Terraform (21)

# Repository Description branch issue pr size
1 🟢 gcp-terraform-bootstrap
Release Release Tag
✅ Bootstrap Google Cloud projects using Terraform with secure, keyless authentication via GitHub Actions OIDC and Workload Identity Federation, and remote state management using HCP Terraform.
Maturity: Beta Last Commit Release Date
1 1 0 114 KB
2 ⚪ gcp-webhook-to-slack-function
Not available Release Tag
Provision a Google Cloud project and deploy a Python HTTP Cloud Function with Terraform + GitHub Actions. The function is invoked by a GitHub Webhook and posts event notifications to a Slack channel via Slack API.
Maturity: Experimental Last Commit Release Date
3 3 2 166 KB
3 ⚪ terraform-gcp-lab-01-gce
Not available Release Tag
This repository is part of a hands-on Terraform learning series for Google Cloud Platform (GCP). Lab 01 focuses on provisioning and managing Google Compute Engine (GCE) virtual machines using Terraform, following infrastructure-as-code (IaC) best practices.
Maturity: Experimental Last Commit Release Date
3 2 1 274 KB
4 ⚪ terraform-gcp-practice
Not available Release Tag
Terraform with GCP practice
Maturity: Experimental Last Commit Release Date
4 3 3 219 KB
5 🟡 terraform-gcs-bucket-demo
Not available Release Tag
🏗️ ⌾ Terraform demo project provisioning a Google Cloud Storage bucket on GCP with configurable storage class, regional and multi-regional placement, IAM access control, customer-managed encryption, object versioning, retention policies, and automated lifecycle management rules.
📝 Basic and Lifecycle enabled. Need to create others.

Maturity: Experimental Last Commit Release Date
2 1 0 56 KB
6 🟡 terraform-pubsub-demo
Not available Release Tag
🏗️ ⌾ Terraform demo project provisioning a Google Cloud Pub/Sub topic and subscription with configurable message retention policies, acknowledgment deadlines, dead-letter queue support, IAM access control, message filtering, ordering keys, push and pull subscription delivery options, retry policies, and topic-level encryption using KMS keys.
Maturity: Experimental Last Commit Release Date
2 1 0 46 KB
7 🟡 terraform-bigtable-demo
Not available Release Tag
🏗️ ⌾ Terraform demo project provisioning a Google Cloud Bigtable instance, clusters, and tables on GCP with configurable node scaling, SSD and HDD storage types, multi-cluster replication, IAM access control, app profiles, routing policies, column families, and garbage collection policies for high-throughput wide-column and time-series workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
8 🟡 terraform-bigquery-demo
Not available Release Tag
🏗️ ⌾Terraform demo project provisioning a Google Cloud BigQuery dataset and tables on GCP with configurable access controls, time and range partitioning, column clustering, schema management, customer-managed encryption keys, dataset-level IAM bindings, authorized views, and automated table expiration policies for scalable analytics workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
9 🟡 terraform-gce-demo
Not available Release Tag
🏗️ ⌾ Terraform demo project provisioning a Google Compute Engine instance on GCP with configurable machine type, disk type and size, custom metadata, startup scripts, network tags, IAM service account bindings, firewall rules, SSH access controls, static IP reservation, and automated snapshot scheduling for scalable and secure VM workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
10 🟡 terraform-cloud-function-demo
Not available Release Tag
🏗️ ⌾ Terraform demo project provisioning a Google Cloud Function on GCP with configurable runtime, memory and timeout settings, environment variables, IAM invoker bindings, event-driven and HTTP triggers, source bucket deployment, VPC connector integration, and secret manager references for serverless workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
11 🟡 terraform-cloud-sql-demo
Not available Release Tag
🏗️ ⌾ Terraform demo project provisioning a Google Cloud SQL instance on GCP with configurable database engine, tier and edition, high availability, automated backups, point-in-time recovery, private IP and VPC peering, IAM database authentication, SSL enforcement, and maintenance window settings for managed relational workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
12 🟡 terraform-cloud-spanner-demo
Not available Release Tag
🏗️ ⌾ Terraform demo project provisioning a Google Cloud Spanner instance and database on GCP with configurable processing units, multi-region and single-region configurations, IAM access control, schema definitions, backup schedules, retention policies, and query optimizer settings for globally distributed relational workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
13 🟡 terraform-cloud-datastore-demo
Not available Release Tag
🏗️ ⌾ Terraform demo project provisioning a Google Cloud Datastore database on GCP with configurable native and datastore modes, multi-region and single-region locations, IAM access control, collection and document structure, TTL policies, backup schedules, and field-level index configurations for serverless NoSQL workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
14 🟡 terraform-cloud-firestore-demo
Not available Release Tag
🏗️ ⌾Terraform demo project provisioning a Google Cloud Firestore database on GCP with configurable native and datastore modes, multi-region and single-region locations, IAM access control, document and collection structure, TTL policies, automated backup schedules, and composite index configurations for scalable serverless NoSQL workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
15 🟡 terraform-dataflow-demo
Not available Release Tag
🏗️ ⌾ Terraform demo project provisioning a Google Cloud Dataflow job on GCP with configurable streaming and batch pipelines, worker machine type, autoscaling, custom parameters, temp and staging bucket settings, IAM service account bindings, network and subnetwork configuration, and Flex Template support for managed data processing workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
16 🟡 terraform-alloydb-demo
Not available Release Tag
🏗️ ⌾ Terraform demo project provisioning a Google Cloud AlloyDB cluster and instance on GCP with configurable primary and read pool instances, automated backups, point-in-time recovery, private IP and VPC peering, IAM authentication, SSL enforcement, maintenance windows, and high availability settings for PostgreSQL-compatible workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
17 🟡 terraform-dataproc-demo
Not available Release Tag
🏗️⌾Terraform demo project provisioning a Google Cloud Dataproc cluster on GCP with configurable master and worker node types, autoscaling policies, initialization actions, custom metadata, Kerberos security, IAM service account bindings, staging bucket settings, and optional Spark and Hadoop component configuration for managed data processing work
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
18 🟡 terraform-vpc-subnet-demo
Not available Release Tag
🏗️ ⌾ Terraform demo project provisioning a Google Cloud VPC network and subnets on GCP with configurable primary and secondary IP ranges, private Google access, flow logs, firewall rules, Cloud NAT, shared VPC, VPC peering, IAM bindings, and subnet-level access controls for scalable and secure network infrastructure workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
19 🟡 terraform-kms-demo
Not available Release Tag
🏗️ ⌾ Terraform demo project provisioning a Google Cloud KMS key ring and crypto keys on GCP with configurable key rotation periods, protection levels, encryption algorithms, IAM access control, automatic and manual key rotation, import jobs, crypto key versions, and destroy scheduled duration for secure key management workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
20 🟡 terraform-compute-mig-demo
Not available Release Tag
🏗️⌾Terraform demo project provisioning a Google Cloud Managed Instance Group on GCP with configurable instance templates, autoscaling policies, health checks, rolling update strategies, named ports, stateful disks, IAM service account bindings, multi-zone distribution, and load balancer integration for scalable and resilient compute workloads.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB
21 🟡 terraform-iam-demo
Not available Release Tag
🏗️ ⌾Terraform demo project provisioning Google Cloud IAM resources on GCP with service accounts, project IAM bindings, custom roles, IAM conditions, workload identity federation, service account impersonation, audit logging, organisation policy constraints, and IAM deny policies for secure access control.
Maturity: Experimental Last Commit Release Date
2 2 1 45 KB

☁️ Amazon Web Services - Terraform (7)

# Repository Description branch issue pr size
1 🟡 aws-athena-iceberg-demo
Not available Release Tag
A hands-on demo showcasing Apache Iceberg tables on Amazon S3 queried using Amazon Athena, with table creation, schema evolution, and partitioned analytics.
📝 Done - S3 bucket created. Next - Create Athena tables

Maturity: Experimental Last Commit Release Date
4 3 2 172 KB
2 🟡 s3-storage-best-practice
Not available Release Tag
S3 Security Best Practices using Terraform.
📝 Terraform test not added to CI pipeline

Maturity: Experimental Last Commit Release Date
3 3 2 339 KB
3 ⚪ terraform-aws-iceberg-table
Not available Release Tag
Terraform project to provision Apache Iceberg tables on AWS S3 using AWS Glue Data Catalog, integrating S3 storage, Glue databases, catalog tables, and crawlers for a scalable data lakehouse architecture.
Maturity: Experimental Last Commit Release Date
4 3 2 327 KB
4 🔴 aws-serverless-security
Not available Release Tag
🏗️ Hands-on workshop to secure a serverless AWS application across seven defense-in-depth layers using AI-powered automation. Covers Cognito adaptive auth, WAF edge protection, VPC isolation, Lambda hardening with Kiro, Secrets Manager, DynamoDB encryption, and a Bedrock AI agent for GuardDuty incident response via EventBridge.
Maturity: Experimental Last Commit Release Date
2 1 0 180 KB
5 🔴 aws-two-tier-todo-app
Not available Release Tag
🏗️ Highly available two-tier Todo web application on AWS. Deploys an Application Load Balancer fronting EC2 instances across two Availability Zones, with Amazon RDS hosted in private subnets for secure data persistence. Includes VPC, subnets, route tables, and security groups — all provisioned via infrastructure-as-code.
Maturity: Experimental Last Commit Release Date
4 3 3 219 KB
6 ⚪ serverless-cloud-dictionary
Not available Release Tag
🏗️ Serverless cloud terminology dictionary on AWS. A React frontend hosted on AWS Amplify queries an API Gateway endpoint backed by a Lambda function that fetches term definitions from DynamoDB. Includes a CLI-driven bulk loader using batch-write-item to seed the dataset, with the full stack provisioned via infrastructure-as-code.
Maturity: Experimental Last Commit Release Date
4 3 3 219 KB
7 🔴 aws-data-lake-cart-abandonment
Not available Release Tag
🏗️ Layered AWS data lake for analyzing e-commerce cart abandonment. Raw events from the backend land in an S3 raw zone, EventBridge-triggered Lambda functions process and aggregate them into a consumption zone, and a promotions Lambda reads the curated data to generate targeted discount offers for customers. Built as an AWS SimuLearn solution.
Maturity: Experimental Last Commit Release Date
4 3 3 219 KB

☁️ Databricks - Terraform (1)

# Repository Description branch issue pr size
1 ⚪ databricks-terraform-bootstrap
Release Release Tag
Terraform-based bootstrap for provisioning a Databricks workspace, clusters, and notebooks using Infrastructure as Code (IaC). Designed for scalable, environment-aware Databricks platform foundations with future-ready support for Unity Catalog, jobs, and CI/CD automation.
Maturity: Experimental Last Commit Release Date
3 3 2 198 KB

☁️ Snowflake - Terraform (40)

# Repository Description branch issue pr size
1 🟢 aws-snowflake-e2e-project
Release Release Tag
End-to-end Snowflake data engineering project: layered stage/raw/curated design, automated ingestion + DAG, dynamic tables, Snowpark Python, GitHub Actions, and in-Snowflake visualization (Streamlit).
📝 Need to progress further with the Udemy course resource.

Maturity: Beta Last Commit Release Date
2 1 0 186 KB
2 🟠 snowflake-dynamic-table-tutorial
Release Release Tag
Hands-on tutorial demonstrating Snowflake Dynamic Tables with incremental refresh, medallion architecture (RAW–CONFORMED–MODELED), and Terraform-driven infrastructure using modular, JSON-driven configuration.
📝 CI/CD Failing.

Maturity: Beta Last Commit Release Date
1 0 0 87 KB
3 ⚪ snowflake-de-environment-setup
Not available Release Tag
Environment setup demo for Snowflake Data Engineering labs, including roles, warehouses, databases, schemas, and baseline utilities.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
4 ⚪ snowflake-de-semi-structured-json
Not available Release Tag
Demo project showcasing querying, flattening, and transforming semi-structured JSON data using Snowflake VARIANT, FLATTEN, and casting.
Maturity: Experimental Last Commit Release Date
2 1 0 62 KB
5 ⚪ snowflake-de-iceberg-tables
Not available Release Tag
Hands-on demo for creating and querying Apache Iceberg tables in Snowflake, including metadata inspection and joins with standard tables.
Maturity: Experimental Last Commit Release Date
2 2 1 61 KB
6 ⚪ snowflake-de-external-data-lake
Not available Release Tag
Demonstrates Snowflake data lake patterns using external stages, external tables, partitioning, views, and materialized views.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
7 ⚪ snowflake-de-snowpipe-ingestion
Not available Release Tag
End-to-end Snowpipe demo showing automated file ingestion from stages into Snowflake raw tables.
Maturity: Experimental Last Commit Release Date
2 2 1 61 KB
8 ⚪ snowflake-de-json-loading
Not available Release Tag
Demo focused on loading semi-structured JSON files into Snowflake using stages, file formats, and COPY INTO.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
9 ⚪ snowflake-de-batch-ingestion
Not available Release Tag
Batch ingestion and ELT demo covering file loading, JSON parsing, schema detection, and merge-based transformations.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
10 ⚪ snowflake-de-scripting-procedures
Not available Release Tag
Snowflake Scripting demo showcasing stored procedures, loops, exception handling, and procedural ELT logic.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
11 ⚪ snowflake-de-udf-extensibility
Not available Release Tag
Demonstrates Snowflake extensibility features including SQL UDFs, Python UDFs, and stored procedures.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
12 ⚪ snowflake-de-snowpark-notebooks
Not available Release Tag
Introduction to Snowpark using notebooks, showing data processing and transformations using Snowpark APIs.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
13 ⚪ snowflake-de-unstructured-data
Not available Release Tag
Demo for working with unstructured data using directory-enabled stages, scoped URLs, and document processing.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
14 ⚪ snowflake-de-llm-functions
Not available Release Tag
Hands-on demo using Snowflake Large Language Model functions for text analysis, enrichment, and modular query design.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
15 ⚪ snowflake-de-unstructured-pipelines
Not available Release Tag
Pipeline automation demo combining unstructured data processing with Snowflake tasks and transformations.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
16 ⚪ snowflake-de-dynamic-tables
Not available Release Tag
Comprehensive demo of Snowflake Dynamic Tables including chaining, joins, refresh behavior, and downstream views.
Maturity: Experimental Last Commit Release Date
2 2 1 61 KB
17 ⚪ snowflake-de-lakehouse-pipeline
Not available Release Tag
End-to-end Snowflake Lakehouse pipeline demo covering bronze, silver, and gold layers with ingestion and transformation.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
18 ⚪ snowflake-de-query-optimization
Not available Release Tag
Demo highlighting Snowflake SQL best practices for high-performance queries, pruning, joins, and aggregations.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
19 ⚪ snowflake-de-performance-toolkit
Not available Release Tag
Performance analysis demo using Snowflake query history, tuning metrics, and workload behavior exploration.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
20 ⚪ snowflake-de-performance-scenarios
Not available Release Tag
Scenario-based performance troubleshooting demo covering investigation, optimization, and validation.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
21 ⚪ snowflake-de-clustering-mv
Not available Release Tag
Demo showcasing table clustering strategies and materialized views for query performance optimization.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
22 ⚪ snowflake-de-data-unload
Not available Release Tag
Demonstrates unloading structured Snowflake data into JSON files using internal stages.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
23 ⚪ snowflake-de-observability-alerts
Not available Release Tag
Management and observability demo using alerts, notifications, and monitoring patterns in Snowflake.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
24 ⚪ snowflake-de-alerting-framework
Not available Release Tag
Advanced metadata-driven alerting framework demo using tables, alerts, tasks, and stored procedures.
Maturity: Experimental Last Commit Release Date
2 1 1 61 KB
25 ⚪ snowflake-de-data-metrics
Not available Release Tag
Demo for creating and using Data Metric Functions (DMFs) to measure data quality and monitor datasets.
Maturity: Experimental Last Commit Release Date
2 2 1 61 KB
26 ⚪ snowflake-de-azure-iceberg-tables
Release Release Tag
Terraform-based reference implementation for building Snowflake Data Engineering workloads on Azure using external Iceberg tables, Azure Blob Storage, and modular CI/CD pipelines with GitHub Actions.
Maturity: Experimental Last Commit Release Date
1 1 0 125 KB
27 ⚪ snowflake-de-dynamic-table-basic
Not available Release Tag
🎯Dynamic Table Lab 1: Implement Basic Dynamic Table with Incremental Refresh
Maturity: Experimental Last Commit Release Date
2 1 0 60 KB
28 ⚪ snowflake-de-basic-snowpipe
Not available Release Tag
Terraform-first implementation of Snowflake Basic Snowpipe, demonstrating infrastructure provisioning via external modules and JSON-driven configuration. Focuses on basic pipes (manual refresh) with COPY INTO, stage, file format, table, and ingestion validation workflows.
Maturity: Experimental Last Commit Release Date
2 1 0 113 KB
29 🟡 snowflake-dynamic-table-pipeline
Not available Release Tag
🎯 End-to-end Snowflake Dynamic Table pipeline showcasing automated ingestion, transformation, and incremental refresh using dynamic tables, streams, and tasks. Built with a Terraform-first, JSON-driven modular architecture for scalable medallion (RAW → CONFORMED → MODELED) data engineering workflows.
Maturity: Experimental Last Commit Release Date
2 1 0 25 KB
30 ⚪ snowflake-iceberg-table-tutorial
Not available Release Tag
🎯 Hands-on tutorial repository demonstrating how to create and manage Snowflake Iceberg Tables using modern data lakehouse patterns, including external storage integration, metadata management, and Terraform-driven infrastructure.
Maturity: Experimental Last Commit Release Date
3 0 0 185 KB
31 🟡 snowflake-external-table-csv-tutorial
Not available Release Tag
🎯 This repository provides a step-by-step guide to implementing Snowflake External Tables on CSV files, covering external stage setup, file formats, schema mapping, metadata refresh, and query optimization using a Terraform-first, modular, and lakehouse-aligned architecture for scalable data engineering.
📝 S3 bucket,Database, Schama, File Format and External Stage created.

Maturity: Experimental Last Commit Release Date
2 0 0 209 KB
32 🟡 snowflake-external-table-json-tutorial
Not available Release Tag
🎯 This tutorial demonstrates how to implement Snowflake External Tables on semi-structured JSON data, including stage setup, file formats, schema inference, partitioning options, and query optimization using a Terraform-first, modular, and lakehouse-aligned architecture for scalable data engineering workflows.
📝 Ready to start working on this repo.

Maturity: Experimental Last Commit Release Date
2 0 0 209 KB
33 ⚪ snowflake-external-table-partition-tutorial
Not available Release Tag
🎯 Hands-on tutorial repository demonstrating how to create and manage Snowflake Iceberg Tables using modern data lakehouse patterns, including external storage integration, metadata management, and Terraform-driven infrastructure.
Maturity: Experimental Last Commit Release Date
2 0 0 209 KB
34 ⚪ snowflake-external-table-parquet-tutorial
Not available Release Tag
🎯 This repository provides a step-by-step guide to implementing Snowflake External Tables on Parquet files, covering external stage setup, file formats, schema mapping, metadata refresh, and query optimization using a Terraform-first, modular, and lakehouse-aligned architecture for scalable data engineering.
Maturity: Experimental Last Commit Release Date
2 0 0 29 KB
35 ⚪ snowflake-snowpipe-dynamic-table-pipeline
Not available Release Tag
🎯 End-to-end Snowflake data pipeline using External Stage and Snowpipe for automated ingestion across a four-layer architecture (Staging → RAW → CLEAN → CONSUMPTION), leveraging Dynamic Tables for declarative transformations and streamlined, near real-time data flow.
📝 This is the pipeline of DE Simplified Dynamic Table masterclass - section 5

Maturity: Experimental Last Commit Release Date
2 0 0 35 KB
36 🟡 cloud-champion-team-challenge
Not available Release Tag
🎯 Cloud Champion Bootcamp Team Challenge project by Team Cloud Catalyst demonstrating a Snowflake-based data pipeline that ingests and analyzes the U.S. Public School Characteristics 2022–23 dataset from Data.gov.
Maturity: Experimental Last Commit Release Date
4 3 2 327 KB
37 ⚪ snowflake-dynamic-tables-declarative-pipelines
Not available Release Tag
Advanced implementation of declarative data pipelines in Snowflake using Dynamic Tables, covering chained transformations, autonomous refresh orchestration, cost optimization with dual warehouses, and enterprise-grade design patterns.
Maturity: Experimental Last Commit Release Date
2 1 0 29 KB
38 ⚪ customer360-snowflake-pipeline
Release Release Tag
✅ End-to-end Snowflake data lake for a fictional retail bank — ingests 25,000 nested JSON customer records through a RAW → SILVER → GOLD pipeline, builds fact and dimension tables, and surfaces a Customer 360 & risk analytics dashboard via Streamlit in Snowflake.
Maturity: Experimental Last Commit Release Date
1 1 0 491 KB
39 ⚪ snowflake-streams-tasks-etl
Not available Release Tag
🏗️ End-to-end Snowflake ETL pipeline using Streams and Tasks to automate customer and order data flow through a medallion architecture (Source → Raw → Clean → Consumption). Streams capture incremental changes while Tasks orchestrate the load, producing customer, date, and priority dimension tables along with an order fact table for analytics.
Maturity: Experimental Last Commit Release Date
2 1 0 65 KB
40 ⚪ snowflake-etl-dynamic-tables
Not available Release Tag
🏗️ End-to-end Snowflake ETL pipeline using Dynamic Tables to automate customer and order data flow through a medallion architecture (Source → Raw → Clean → Consumption). A COPY task loads data from the internal stage to the raw layer, while Dynamic Tables handle the clean and consumption layers with declarative, lag-based refresh.
Maturity: Experimental Last Commit Release Date
2 1 0 65 KB

☁️ Bootcamps (1)

# Repository Description branch issue pr size
1 🟡 devops-micro-internship-pravinmishra
Not available Release Tag
DevOps Micro Internship with Agentic AI — Cohort 3 assignment template by Pravin Mishra. Fork this repo to submit your weekly assignments.
📝 DMI by Pravin Mishra

Maturity: Stable Last Commit Release Date
1 0 0 134.94 MB

☁️ AWS Networking Speciality Certification (3)

# Repository Description branch issue pr size
1 🔴 aws-vpc-cloudformation-fundamentals
Not available Release Tag
⏳ CloudFormation templates and GitHub CI/CD automation for AWS VPC fundamentals. Create VPCs, subnets, internet gateways, and route tables using infrastructure as code. Includes hands-on exercises, automated validation, and deployment workflows. Perfect for AWS Networking Specialty certification prep and learning networking concepts.
📝
🔹Udemy
🔹 Chetan Agarwal
🔹 AWS Networking Fundamentals

Maturity: Experimental Last Commit Release Date
2 1 0 162 KB
2 🔴 aws-private-subnet-cloudformation-fundamentals
Not available Release Tag
⏳ CloudFormation templates and GitHub CI/CD automation for AWS private subnet fundamentals. Create private subnet, launch private EC2 instance, configure SSH bastion access via public subnet. Demonstrates private/public subnet separation, bastion host pattern, and security groups.
Maturity: Experimental Last Commit Release Date
1 0 0 77 KB
3 🔴 aws-nat-gateway-cloudformation-fundamentals
Not available Release Tag
🏗️ CloudFormation templates and GitHub CI/CD automation for AWS NAT Gateway fundamentals. Create separate public subnet, deploy NAT Gateway, and configure private subnet routing for outbound internet access. Extends VPC fundamentals exercise.
Maturity: Experimental Last Commit Release Date
1 0 0 77 KB

☁️ Amazon Web Services - CloudFormation (1)

# Repository Description branch issue pr size
1 🔴 epicbook-two-tier-website
Not available Release Tag
CloudFormation automation for EpicBook three-tier web application deployment on AWS. Part of Pravin Mishra's DevOps Micro Internship (DMI) Cohort 3. Deploys Nginx frontend, Node.js backend, and MySQL RDS with secure VPC networking. Includes infrastructure code, security group configuration, and end-to-end validation.
📝 DMI Cohort

Maturity: Experimental Last Commit Release Date
2 1 0 77 KB

☁️ AWS Complete Project using CloudFormation( Experimental ) (16)

# Repository Description branch issue pr size
1 🟡 aws-stock-analytics-pipeline
Not available Release Tag
🏗️ Real-time stock market data analytics pipeline built on AWS. Ingests streaming stock data via Amazon Kinesis, processes with Lambda, detects anomalies, and stores in DynamoDB/S3. Features CloudFormation infrastructure-as-code and GitHub Actions CI/CD workflows for automated deployment.
📝
🔹Zero To Cloud
🔹 AWS ADVANCED PROJECTS
🔹 Stock Market Real-Time Data Analytics Pipeline on AWS

Maturity: Experimental Last Commit Release Date
1 1 0 88 KB
2 🟡 aws-receipt-processing-system
Not available Release Tag
🏗️ Serverless, event-driven receipt processing system on AWS. Users upload receipts to Amazon S3, which triggers a Lambda function to extract structured data via Amazon Textract, persist results to DynamoDB, and dispatch email notifications through Amazon SES. Fully infrastructure-as-code managed for reproducible deployments.
📝
🔹Zero To Cloud
🔹 AWS INTERMEDIATE PROJECTS
🔹

Maturity: Experimental Last Commit Release Date
2 1 0 82 KB
3 🟡 aws-secure-website-oac-waf
Not available Release Tag
🏗️ Secure, serverless static website hosted on AWS S3 with CloudFront, Origin Access Control, and HTTPS enforced. Protected by AWS WAF against SQLi, XSS, bots, and malicious traffic, with least-privilege IAM policies across all resources. CloudWatch and CloudTrail provide full logging, monitoring, and anomaly detection.
📝
🔹Zero To Cloud
🔹 AWS SECURITY ENGINEER PROJECTS
🔹 Secure Web Hosting on AWS: S3, CloudFront & WAF

Maturity: Experimental Last Commit Release Date
1 1 0 82 KB
4 🟡 aws-event-announcement-site
Not available Release Tag
🏗️ Serverless event announcement website on AWS, fully event-driven from end to end. A static S3-hosted frontend calls API Gateway endpoints backed by Lambda functions to register events and capture subscribers, with Amazon SNS dispatching email notifications and events.json in S3 acting as the source of truth — all provisioned as code.
📝
🔹Zero To Cloud
🔹 AWS INTERMEDIATE PROJECTS
🔹 Build an Event Announcement System using SNS, Lambda and API Gateway

Maturity: Experimental Last Commit Release Date
2 1 0 82 KB
5 🟡 aws-image-labels-generator
Not available Release Tag
🏗️ Python-based image labeling application using Amazon Rekognition and S3. Automatically detects and labels objects in images through AWS Rekognition API. Includes CLI setup, configuration, and batch image processing capabilities.
📝
🔹Zero To Cloud
🔹 AWS BEGINNER PROJECTS
🔹 Build an image labels generator using Amazon Rekognition

Maturity: Experimental Last Commit Release Date
2 1 0 87 KB
6 🟡 aws-lex-translation-bot
Not available Release Tag
🏗️A language translation chatbot built with Amazon Lex, Lambda, and Amazon Translate. Type text → Get instant translations across supported languages.
📝
🔹Zero To Cloud
🔹 AWS BEGINNER PROJECTS
🔹 Build a language translation bot using Amazon Lex

Maturity: Experimental Last Commit Release Date
1 1 0 82 KB
7 🟡 aws-polly-text-narrator
Not available Release Tag
🏗️AWS serverless text-to-speech pipeline: Upload text to S3, trigger Lambda to convert via Amazon Polly with customizable voice parameters (pitch, speed, voice type).
📝
🔹Zero To Cloud
🔹 AWS BEGINNER PROJECTS
🔹 Develop a text narrator using Amazon Polly

Maturity: Experimental Last Commit Release Date
2 1 0 82 KB
8 🟡 aws-amplify-bucket-list-tracker
Not available Release Tag
🏗️ A full-stack serverless bucket list tracker application built with AWS Amplify, React, GraphQL (AppSync), and DynamoDB. Features user authentication, real-time data sync, and image storage.
📝
🔹Zero To Cloud
🔹 AWS BEGINNER PROJECTS
🔹 Deploy a bucket list tracker application on AWS Amplify

Maturity: Experimental Last Commit Release Date
1 1 0 82 KB
9 🟡 aws-csv-data-pipeline
Not available Release Tag
🏗️ Serverless, event-driven data pipeline on AWS for processing CSV files end-to-end. Raw uploads to S3 trigger a Lambda preprocessor, AWS Glue crawls and catalogs the cleaned data, a Glue ETL job transforms it into the final dataset, and Amazon QuickSight delivers interactive dashboards for analytics and reporting.
📝 feature branch successful
🔹Zero To Cloud
🔹 AWS INTERMEDIATE PROJECTS
🔹 Data Pipeline for Processing CSV Files Using S3, Lambda, Glue, and QuickSight

Maturity: Experimental Last Commit Release Date
2 1 0 109 KB
10 🟡 aws-cloud-dictionary
Not available Release Tag
🏗️ A serverless cloud terminology search application built with AWS services. Users can search for and learn cloud technology definitions. Features React frontend hosted on Amplify, Lambda-powered API, API Gateway routing, and DynamoDB persistence.
📝
🔹Zero To Cloud
🔹 AWS INTERMEDIATE PROJECTS
🔹 Serverless Cloud Dictionary Application

Maturity: Experimental Last Commit Release Date
2 1 0 82 KB
11 🟡 aws-todo-app-deployment
Not available Release Tag
🏗️ Two-tier To-Do List web application on AWS with EC2, RDS, and ALB for scalability and high availability.
📝
🔹Zero To Cloud
🔹 AWS INTERMEDIATE PROJECTS
🔹 Two-Tier Website Deployment on AWS using EC2, RDS and ALB

Maturity: Experimental Last Commit Release Date
1 1 0 82 KB
12 🟡 aws-cognito-university-portal
Not available Release Tag
🏗️ Secure identity and access management system for a university student portal using Amazon Cognito. Implements multi-factor authentication (MFA), role-based access control (RBAC), and strong password policies for Students and Professors.
📝
🔹Zero To Cloud
🔹 AWS SECURITY ENGINEER PROJECTS
🔹 Identity & Access Security with Cognito and API Gateway

Maturity: Experimental Last Commit Release Date
1 1 0 82 KB
13 🟡 aws-security-compliance-automation
Not available Release Tag
🏗️ Cloud threat detection & security audit system using GuardDuty, AWS Config, Lambda, and CloudFormation for proactive security monitoring and compliance automation.
📝
🔹Zero To Cloud
🔹 AWS SECURITY ENGINEER PROJECTS
🔹 Cloud Threat Detection & Security Audit

Maturity: Experimental Last Commit Release Date
1 1 0 82 KB
14 🟡 aws-secure-file-sharing-protection
Not available Release Tag
🏗️ AWS-based secure file-sharing service with real-time malware detection, sensitive data protection, and DDoS mitigation using S3 Object Lambda, Amazon Macie, and CloudFront
📝
🔹Zero To Cloud
🔹 AWS SECURITY ENGINEER PROJECTS
🔹 Secure File Sharing & Malware Protection

Maturity: Experimental Last Commit Release Date
1 1 0 82 KB
15 🔴 aws-serverless-coffee-inventory
Not available Release Tag
🏗️ Serverless REST API for coffee shop inventory management built on AWS Lambda, API Gateway, and DynamoDB with React frontend on Amplify. Demonstrates AWS Well-Architected Framework performance efficiency patterns.
📝
🔹Zero To Cloud
🔹 AWS SOLUTION ARCHIETCT PROJECTS
🔹 Serverless Inventory Management on AWS (Performance Efficiency Pillar)

Maturity: Experimental Last Commit Release Date
1 0 0 82 KB
16 🟡 aws-multi-cloud-weather-tracker
Not available Release Tag
🏗️ A disaster-recovery enabled weather application deployed across AWS and Azure. Demonstrates multi-cloud infrastructure automation using Terraform, with Route 53 DNS failover for high availability. Includes static hosting on AWS S3/CloudFront and Azure Blob Storage.
📝
🔹Zero To Cloud
🔹 AWS ADVANCED PROJECTS
🔹 Multi-Cloud Weather Tracker website with Disaster Recovery using Terraform

Maturity: Experimental Last Commit Release Date
1 1 0 82 KB

☁️ AWS Complete Project using CloudFormation( Development on hold ) (28)

# Repository Description branch issue pr size
1 🟡 aws-secrets-encryption-system
Not available Release Tag
🏗️ Production-grade secrets management & encryption system using AWS Secrets Manager, KMS, and Lambda with automated rotation, least-privilege IAM, and compliance auditing.
📝
🔹Zero To Cloud
🔹 AWS SECURITY ENGINEER PROJECTS
🔹 Secrets Management & Encryption for Applications

Maturity: Development On Hold Last Commit Release Date
1 1 0 82 KB
2 🔴 aws-securecart-hardening
Not available Release Tag
🏗️ End-to-end AWS security architecture redesign for SecureCart e-commerce platform. Demonstrates VPC-based network isolation, private EC2/RDS deployment patterns, public ALB ingress, bastion host setup, IAM role enforcement, S3 private access controls, and AWS WAF implementation. Complete with IaC templates and architectural documentation.
📝
🔹Zero To Cloud
🔹 AWS SOLUTION ARCHIETCT PROJECTS
🔹 Secure Application Deployment on AWS (Security Pillar)

Maturity: Development On Hold Last Commit Release Date
2 0 0 82 KB
3 🔴 aws-healthcare-ha-infrastructure
Not available Release Tag
🏗️ Multi-AZ fault-tolerant infrastructure for MediCare Hub medical application on AWS. Implements auto-scaling, self-healing EC2 instances, RDS Multi-AZ, Route 53 DNS failover, and ALB-based traffic distribution aligned with the AWS Well-Architected Framework Reliability Pillar.
📝
🔹Zero To Cloud
🔹 AWS SOLUTION ARCHIETCT PROJECTS
🔹 Highly Available Architecture on AWS (Reliability Pillar)

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
4 🔴 aws-chatopsbot
Not available Release Tag
🏗️ ChatOps automation for AWS operations via Slack. Real-time alerts, Lambda/SSM automation, and secure access control integrated with CloudWatch and EventBridge for faster incident response.
📝
🔹Zero To Cloud
🔹 AWS SOLUTION ARCHIETCT PROJECTS
🔹 Real-Time AWS Operations from Slack (Operational Excellence Pillar)

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
5 🔴 aws-cost-waste-detection-automation
Not available Release Tag
🏗️ AWS cost optimization automation framework that detects and eliminates wasteful resources across EC2, EBS, S3, and RDS using SSM Automation Documents with governance workflows and approval gates.
📝
🔹Zero To Cloud
🔹 AWS SOLUTION ARCHIETCT PROJECTS
🔹 Automated Cost Governance on AWS (Cost Optimization Pillar)

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
6 🔴 aws-2048-cicd-pipeline
Not available Release Tag
🏗️ Automated CI/CD pipeline for deploying a Dockerized 2048 game to AWS ECS using CodePipeline, ECR, and CodeBuild.
📝
🔹Zero To Cloud
🔹 AWS ADVANCED PROJECTS
🔹 Build a CI/CD Pipeline for the 2048 Game using AWS CodePipeline, ECS, and ECR

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
7 🔴 aws-sagemaker-threat-detection-pipeline
Not available Release Tag
🏗️ ML-powered cybersecurity threat detection system using Amazon SageMaker, Lambda, and S3 for real-time anomaly detection in network traffic.
📝
🔹Zero To Cloud
🔹 AWS ADVANCED PROJECTS
🔹 Building & Deploying a Cybersecurity Threat Detection System using Amazon SageMaker

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
8 🔴 aws-wordpress-3tier-architecture
Not available Release Tag
🏗️ Infrastructure as Code for deploying a production-ready WordPress website on AWS using a 3-tier architecture with load balancing, auto-scaling compute, and managed database services.
📝
🔹Zero To Cloud
🔹 AWS ADVANCED PROJECTS
🔹 Traditional 3-Tier WordPress website Deployment on AWS

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
9 🔴 aws-app-migration-ec2-rds-dms
Not available Release Tag
🏗️ End-to-end migration of CloudHR Employee Directory Application from on-premises Linux/MySQL to AWS (EC2 + RDS), demonstrating real-world application migration using AWS DMS, networking, IAM, and cloud-native architecture patterns.
📝
🔹Zero To Cloud
🔹 AWS CLOUD ENGINEER PROJECTS
🔹 On-Premise Application Migration to AWS

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
10 🔴 aws-zero-downtime-deployments
Not available Release Tag
🏗️ Hands-on implementation of zero-downtime deployment strategies on AWS using Blue-Green and Rolling Deployment patterns. Demonstrates production-level deployment architectures with Auto Scaling Groups, Application Load Balancers, and graceful instance management.
📝
🔹Zero To Cloud
🔹 AWS CLOUD ENGINEER PROJECTS
🔹 Blue Green and Rolling Infrastructure Deployments

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
11 🔴 aws-multi-vpc-privatelink
Not available Release Tag
🏗️ Production-ready multi-VPC architecture demonstrating AWS PrivateLink for secure internal service consumption. Features isolated Payments, Analytics, and Shared Services VPCs with private-only connectivity, internal NLB, and VPC Endpoint Service patterns. Built with Terraform and CloudFormation for infrastructure-as-code best practices.
📝
🔹Zero To Cloud
🔹 AWS CLOUD ENGINEER PROJECTS
🔹 Multi-VPC Networking and PrivateLink Architecture

Maturity: Development On Hold Last Commit Release Date
2 0 0 82 KB
12 🔴 aws-serverless-order-pipeline
Not available Release Tag
🏗️ Event-driven order processing system built with AWS serverless services. Demonstrates order ingestion, async processing, retry mechanisms, high-value order routing, dead-letter queue handling, and real-time alerting using Lambda, DynamoDB, SQS, EventBridge Pipes, and SNS.
📝
🔹Zero To Cloud
🔹 AWS CLOUD ENGINEER PROJECTS
🔹 Event-Driven Order Processing System on AWS

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
13 🔴 aws-global-accelerator-multi-region
Not available Release Tag
🏗️ A hands-on AWS multi-region architecture demonstrating high availability and global resilience. Deploys a web application across two AWS regions with AWS Global Accelerator for intelligent traffic routing, Application Load Balancing, Route 53 health checks, and automatic regional failover.
📝
🔹Zero To Cloud
🔹 AWS CLOUD ENGINEER PROJECTS
🔹 Global Accelerator-Based Multi-Region Failover on AWS

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
14 🔴 aws-serverless-emotion-detection
Not available Release Tag
🏗️ Serverless AI application for real-time facial emotion detection using Hugging Face Inference API, AWS Lambda, API Gateway, and S3. Detects emotions from images for customer sentiment analysis and marketing campaign optimization.
📝
🔹Zero To Cloud
🔹 AWS CLOUD AI/ML ENGINEER PROJECTS
🔹 Image Emotion Detector using Hugging Face Vision Transformer

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
15 🔴 aws-bedrock-faq-chatbot
Not available Release Tag
🏗️ A secure, enterprise-ready FAQ chatbot powered by Amazon Bedrock Knowledge Bases. Demonstrates RAG (Retrieval-Augmented Generation) with grounded Q&A, no hallucinations, and document-aware responses. Built with Lambda Function URL backend, S3-hosted frontend, and fully contained within AWS for security and compliance.
📝
🔹Zero To Cloud
🔹 AWS CLOUD AI/ML ENGINEER PROJECTS
🔹 Intelligent FAQ Chatbot using Amazon Bedrock (RAG)

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
16 🟡 bedrock-rag-faq-chatbot
Not available Release Tag
🏗️ Enterprise FAQ chatbot using Amazon Bedrock Knowledge Bases for document-grounded Q&A with serverless Lambda backend and S3-hosted web interface.
📝 Not Available
🔹Zero To Cloud
🔹 AWS CLOUD AI/ML ENGINEER PROJECTS
🔹 Intelligent FAQ Chatbot using Amazon Bedrock (RAG)

Maturity: Development On Hold Last Commit Release Date
1 1 0 81 KB
17 🔴 aws-sagemaker-subscription-prediction-api
Not available Release Tag
🏗️ Real-time machine learning API for predicting customer subscription likelihood using Amazon SageMaker, XGBoost, and automated deployment to SageMaker endpoints.
📝
🔹Zero To Cloud
🔹 AWS CLOUD AI/ML ENGINEER PROJECTS
🔹 Predicting Customer Subscriptions with Amazon SageMaker

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
18 🔴 aws-serverless-genai-tutor
Not available Release Tag
🏗️ A production-grade serverless generative AI tutoring platform integrating Gemini API with AWS services for secure, scalable cloud learning. Includes complete infrastructure setup, secure secrets management, and full-stack deployment patterns.
📝
🔹Zero To Cloud
🔹 AWS CLOUD AI/ML ENGINEER PROJECTS
🔹 AI-Powered Cloud Learning Assistant using Gemini API

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
19 🔴 aws-ecs-lms-troubleshooting
Not available Release Tag
🏗️ Learn AWS container troubleshooting through hands-on ECS Fargate deployment of an LMS application. Covers Docker containerization, ALB configuration, security group rules, IAM roles, and CloudWatch observability for production-ready deployments.
📝
🔹Zero To Cloud
🔹 AWS SUPPORT ENGINEER PROJECTS
🔹 Containerized LMS Migration and Troubleshooting

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
20 🔴 aws-cicd-pipeline-troubleshooting
Not available Release Tag
🏗️Production-grade CI/CD pipeline demonstrating automated deployment workflows using AWS CodePipeline and CodeDeploy, with built-in misconfigurations to diagnose and resolve real-world deployment issues. Includes EC2 hosting, GitHub integration, CloudWatch monitoring, and IAM security best practices.
📝
🔹Zero To Cloud
🔹 AWS SUPPORT ENGINEER PROJECTS
🔹 Implementing a CI/CD Pipeline for GlobalMart E-Commerce Platform

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
21 🔴 aws-cloudwatch-guardduty-automation
Not available Release Tag
🏗️ A comprehensive, production-ready monitoring and automated remediation system for the fictional financial services company CloudGuard. This project simulates real-world incident detection and response across multi-environment AWS infrastructure.
📝
🔹Zero To Cloud
🔹 AWS SUPPORT ENGINEER PROJECTS
🔹 Proactive Monitoring & Security Auto-Remediation for EC2

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
22 🔴 aws-serverless-contact-form-debugger
Not available Release Tag
🏗️ Cloud Support Engineer training project: Debug and fix a broken serverless contact form workflow using AWS CloudFormation, Lambda, DynamoDB, SNS, and CloudWatch. Hands-on troubleshooting of permission issues, log analysis, and service integration problems.
📝
🔹Zero To Cloud
🔹 AWS SUPPORT ENGINEER PROJECTS
🔹 Repair Shop Application Deployment on AWS

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
23 🔴 aws-ecs-cicd-pipeline
Not available Release Tag
🏗️ Production-ready CI/CD pipeline demonstrating containerized deployment to AWS ECS Fargate with automated GitHub Actions workflows, load balancing, and zero-downtime deployments
📝
🔹Zero To Cloud
🔹 AWS DEVOPS ENGINEER PROJECTS
🔹 Build a Production-Ready CI/CD Pipeline on AWS

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
24 🔴 aws-iac-foundation
Not available Release Tag
🏗️A comprehensive hands-on project demonstrating Infrastructure as Code (IaC) principles using Terraform and AWS. Build production-ready AWS infrastructure from scratch with remote state management, modular design, and DevOps best practices.
📝
🔹Zero To Cloud
🔹 AWS DEVOPS ENGINEER PROJECTS
🔹 Infrastructure as Code (IaC) with Terraform for AWS Environments

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
25 🔴 aws-eks-kubernetes-fundamentals
Not available Release Tag
🏗️ A comprehensive guide to deploying containerized applications on Amazon EKS. This project builds confidence in Kubernetes by covering Deployments, Pods, Services (NodePort), and AWS integration. Intentionally focused on core concepts over production optimization.
📝
🔹Zero To Cloud
🔹 AWS DEVOPS ENGINEER PROJECTS
🔹 Kubernetes Deployment and Autoscaling on Amazon EKS

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
26 🔴 aws-terraform-ansible-ec2-automation
Not available Release Tag
🏗️End-to-end infrastructure automation project combining Terraform provisioning and Ansible configuration management for consistent EC2 server setup in AWS. Demonstrates core DevOps workflows for replacing manual server configuration with repeatable, idempotent automation.
📝
🔹Zero To Cloud
🔹 AWS DEVOPS ENGINEER PROJECTS
🔹 Configuration Management with Ansible on AWS

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB
27 🔴 aws-cloudwatch-monitoring-stack
Not available Release Tag
🏗️ Production-grade AWS monitoring and alerting infrastructure setup using CloudWatch, SNS, and IAM for real-time incident detection and response.
📝
🔹Zero To Cloud
🔹 AWS DEVOPS ENGINEER PROJECTS
🔹 Monitoring, Alerting & Incident Response on AWS

Maturity: Development On Hold Last Commit Release Date
2 0 0 82 KB
28 🔴 aws-smart-inbox-sentiment-router
Not available Release Tag
🏗️ AI-powered Smart Inbox with AWS Lambda, Comprehend, and SQS for real-time sentiment-based message routing and intelligent support queue management.
📝
🔹Zero To Cloud
🔹 AWS CLOUD AI/ML ENGINEER PROJECTS
🔹 Build a Serverless Smart Inbox with Real-Time Sentiment Analysis

Maturity: Development On Hold Last Commit Release Date
1 0 0 82 KB

☁️ GitHub Reusable Action / Workflow( Experimental ) (23)

# Repository Description branch issue pr size
1 🟢 checkov-report-action
Release Release Tag
✅ GitHub JavaScript Action - Print Checkov Scan Report
Maturity: Experimental Last Commit Release Date
1 0 0 468 KB
2 🟢 upload-s3-action
Release Release Tag
GitHub JavaScript Action - Upload S3 Object
Maturity: Experimental Last Commit Release Date
2 0 0 5 KB
3 🟡 terraform-plugin-action
Not available Release Tag
GitHub Composite Action - Install and cache Terraform plugin
Maturity: Experimental Last Commit Release Date
2 2 0 8 KB
4 🟢 checkov-scan-action
Release Release Tag
GitHub Composite Action - Checkov Scan
Maturity: Experimental Last Commit Release Date
2 1 1 309 KB
5 🟢 tf-validate-action
Release Release Tag
✅ GitHub Composite Action - Terraform Format Check and Validation.
Maturity: Experimental Last Commit Release Date
2 1 1 687 KB
6 🟢 tf-destroy-action
Release Release Tag
GitHub Composite Action - Terraform Destroy.
Maturity: Experimental Last Commit Release Date
3 1 1 147 KB
7 🟡 infracost-action
Release Release Tag
GitHub Composite Action - Infra Cost
Maturity: Experimental Last Commit Release Date
4 3 3 357 KB
8 🟡 terraform-apply-wf
Not available Release Tag
GitHub Reusable Workflow to create a stack using Terraform Apply
Maturity: Experimental Last Commit Release Date
4 2 2 549 KB
9 🟢 tf-destroy-wf
Release Release Tag
GitHub Reusable Workflow to tear down a stack using Terraform Destroy
Maturity: Experimental Last Commit Release Date
2 1 1 441 KB
10 🟡 tf-drift-detection-wf
Not available Release Tag
GitHub Reusable Workflow to for Drift Detection of a Terraform Stack
Maturity: Experimental Last Commit Release Date
4 3 2 600 KB
11 🟢 tf-yor-action
Release Release Tag
✅GitHub Composite Action that automatically tags Terraform files with Yor Git metadata including author, commit SHA, and timestamp. Supports custom terraform directory paths, release tag checkout, and optional auto-commit of changes back to the repository.
Maturity: Experimental Last Commit Release Date
2 2 1 572 KB
12 🟢 tf-ci-reusable-wf
Release Release Tag
✅ Reusable GitHub Actions workflow for multi-cloud Terraform CI across AWS, GCP, Azure, Snowflake, and Databricks. Automates linting, validation, and planning with multi-backend support (S3/HCP TFC), cloud-native authentication, and platform mode for automatic provider detection.
Maturity: Experimental Last Commit Release Date
2 1 1 414 KB
13 🟢 tf-release-wf
Not available Release Tag
GitHub Reusable Workflow: Terraform Release
Maturity: Experimental Last Commit Release Date
2 1 1 331 KB
14 🟡 cfn-yor-action
Release Release Tag
GitHub Composite Action - Add Git metadata tags to CloudFormation Template
Maturity: Experimental Last Commit Release Date
4 2 2 660 KB
15 🟡 cfn-release-wf
Not available Release Tag
GitHub Reusable Workflow: Release workflow for Cloudformation
Maturity: Experimental Last Commit Release Date
4 3 2 642 KB
16 🟡 setup-multi-cloud-environments-wf
Release Release Tag
GitHub Reusable Workflow to bootstrap Multi Cloud Environments for (AWS, GCP and Azure). This version only supports one environment (devl). In future I have plans to support development, test and productions
Maturity: Experimental Last Commit Release Date
3 2 1 507 KB
17 🟢 tf-deploy-multi-reusable-wf
Release Release Tag
✅ Terraform Multi-Cloud Deploy Workflow: Reusable GitHub Actions for AWS, GCP, Azure, Snowflake, and Databricks deployments. Complete pipeline (TFLint → Validate → Plan → Apply), platform mode for automatic multi-cloud detection, S3/HCP TFC backend support, OIDC authentication, and concurrency control.
Maturity: Experimental Last Commit Release Date
3 1 1 988 KB
18 🟢 run-ansible-playbook-wf
Release Release Tag
✅ Reusable GitHub Actions workflow for Ansible automation with built-in GitHub OIDC support for keyless, secure access to AWS, GCP, and Azure. Automates multi-cloud infrastructure provisioning without managing credentials, streamlines CI/CD pipelines with federated identity, and maintains audit-ready access logs.
Maturity: Experimental Last Commit Release Date
3 2 1 454 KB
19 🟡 multicloud-snowflake-stages-wf
Not available Release Tag
Provision Snowflake external stages across AWS S3, Google Cloud Storage, and Azure Blob using a single reusable GitHub workflow with Terraform + secure cloud identity (OIDC) and Snowflake key-pair auth.
Maturity: Experimental Last Commit Release Date
3 2 1 751 KB
20 🟡 checkov-custom-policies
Not available Release Tag
🏗️ A centralized repository for reusable custom Checkov policies, metadata-driven service-to-scan mappings, Terraform module detection logic, pass/fail test cases, and GitHub Actions automation. It enables consistent, scalable, and organization-wide IaC governance across Terraform repositories and cloud services.
📝 Initial build successful

Maturity: Experimental Last Commit Release Date
3 2 1 823 KB
21 🟡 terraform-checkov-scan-detector
Release Release Tag
🏗️ GitHub Action to scan Terraform configurations, detect which cloud services and modules are used, and dynamically determine the relevant Checkov custom policy folders, built-in checks, custom checks, and skip rules to execute.
Maturity: Experimental Last Commit Release Date
3 2 1 610 KB
22 🟡 gcp-project-onboarding
Not available Release Tag
🏗️ Reusable GitHub Actions workflow for standardised GCP project onboarding. Provisions HCP Terraform workspaces, GitHub Environments with GCP project variables, environment-tier deployment approval gates, and repository branch protection — all configured from a single project-config.json file per application repo.
Maturity: Experimental Last Commit Release Date
3 2 1 156 KB
23 🟡 aws-project-onboarding
Release Release Tag
✅ Reusable GitHub Actions workflow for standardized AWS project onboarding. Provisions HCP Terraform workspaces, GitHub Environments with AWS account variables, environment-tier deployment approval gates, and repository branch protection — all configured from a single project-config.json file per application repo.
📝 Ready to release

Maturity: Experimental Last Commit Release Date
2 1 1 604 KB

☁️ GitHub Reusable Action / Workflow( Stable ) (13)

# Repository Description branch issue pr size
1 🟢 github-action-template
Release Release Tag
✅ Starter template repository for building GitHub Composite Actions. Includes standardized project structure, action.yaml configuration, shell scripts, comprehensive documentation, and CI/CD workflows. Accelerates composite action development with pre-built scaffolding, examples, and best practices. Streamlines creation of reusable GitHub Actions.
📝 Standardize the repository

Maturity: Stable Last Commit Release Date
3 2 1 412 KB
2 🟢 create-branch-action
Release Release Tag
✅ GitHub Composite Action that automates feature branch creation from issues. Automatically generates standardized branch names based on issue details, validates branch uniqueness, and creates branches with predefined naming conventions. Streamlines development workflow initialization and reduces manual branch management overhead.
📝 repository standardized

Maturity: Stable Last Commit Release Date
1 0 0 203 KB
3 🟢 setup-aws-environments-wf
Release Release Tag
✅ Reusable GitHub Actions workflows for automated, configuration-driven AWS environment bootstrapping with dynamic environment management, branch protection rules, and AI-powered context for seamless multi-account AWS infrastructure provisioning.
📝 repository standardized

Maturity: Stable Last Commit Release Date
1 0 0 194 KB
4 🟢 check-environments-action
Release Release Tag
✅ GitHub JavaScript Action that retrieves and lists all available GitHub environments for a repository. Queries environment metadata including protection rules, deployment branches, and reviewer requirements. Enables dynamic workflow decisions based on environment availability.
📝 repository standardized

Maturity: Stable Last Commit Release Date
6 5 5 1.24 MB
5 🟢 create-release-action
Release Release Tag
✅ Composite GitHub Action automating timestamped release tags and draft releases. Generates sequential tags (Rel--YYYYMMDDHHMMSS), auto-generates changelogs from commits, and supports attaching release assets. Ideal for teams needing streamlined, auditable release management.
📝 repository standardized

Maturity: Stable Last Commit Release Date
1 0 0 448 KB
6 🟢 slack-notification-wf
Release Release Tag
✅ Reusable GitHub Actions workflow that sends formatted Slack notifications to a channel via webhook when new issues or pull requests are created. Automatically formats messages based on event type for seamless team communication and issue tracking integration.
📝 repository standardized

Maturity: Stable Last Commit Release Date
1 0 0 400 KB
7 🟢 cfn-lint-action
Release Release Tag
✅ GitHub Composite Action automating CloudFormation template linting and validation. Uses cfn-lint to detect syntax errors, logical issues, and CloudFormation best practice violations. Generates comprehensive reports with error locations, severity levels, and actionable fixes.
📝 repository standardized

Maturity: Stable Last Commit Release Date
1 0 0 589 KB
8 🟢 cfn-validate-action
Release Release Tag
✅ Reusable GitHub Composite Action for validating AWS CloudFormation templates in CI/CD pipelines. Checks template syntax with the AWS CLI and lints with cfn-lint to catch invalid resources, properties, and best-practice issues early. Drop it into any workflow to stop broken stacks before they reach deployment.
📝 repository standardized

Maturity: Stable Last Commit Release Date
1 0 0 448 KB
9 🟢 cfn-deploy-action
Release Release Tag
✅ GitHub reusable action for CloudFormation stack deployments with built-in OIDC authentication, template versioning via S3, changeset validation, and automated step summary output with stack outputs and resources.
📝 repository standardized

Maturity: Stable Last Commit Release Date
1 0 0 119 KB
10 🟢 cfn-deploy-wf
Release Release Tag
✅ A reusable GitHub Actions workflow for deploying AWS CloudFormation stacks with validation, linting, and safety checks. Standardizes IaC deployment pipelines across repositories.
📝 repository standardized

Maturity: Stable Last Commit Release Date
1 0 0 306 KB
11 🟢 cfn-delete-action
Release Release Tag
✅ GitHub Composite Action for automated CloudFormation stack deletion. Streamline AWS infrastructure cleanup by safely removing CloudFormation stacks from your CI/CD pipelines. Features customizable parameters, error handling, and seamless GitHub Actions integration for efficient infrastructure lifecycle management and stack teardown automation.
📝 repository standardized

Maturity: Stable Last Commit Release Date
1 0 0 96 KB
12 🟢 cfn-delete-wf
Release Release Tag
✅ A reusable GitHub Actions workflow for secure CloudFormation stack deletion with validation gates, safety checks, and audit trails. Standardizes IaC deprovisioning workflows across teams and repositories.
📝 repository standardized

Maturity: Stable Last Commit Release Date
1 0 0 98 KB
13 🟢 cfn-ci-build-reusable-wf
Release Release Tag
✅ Reusable GitHub Actions workflow for building, validating, and testing CloudFormation templates as part of enterprise CI/CD pipelines. Automates template syntax checking, parameter validation, linting, and pre-deployment verification with comprehensive error handling and reporting.
📝 repository standardized

Maturity: Stable Last Commit Release Date
1 0 0 38 KB

☁️ GitHub Reusable Action / Workflow( Beta ) (4)

# Repository Description branch issue pr size
1 🟢 branch-issue-action
Release Release Tag
✅ Composite GitHub Action for enforcing issue-based branch naming conventions. Extracts and validates issue numbers from branch names (format: type/PROJECT-seq.issue-slug), checks API for issue existence, and prevents code pushes from branches created directly in the UI.
📝 Fix Release status, Tag and CODEOWNERS

Maturity: Beta Last Commit Release Date
2 1 1 932 KB
2 🔵 tf-lint-action
Release Release Tag
✅ A reusable GitHub Composite Action for linting Terraform configurations using TFLint. Supports version control via organization variables, plugin caching, multiple output formats (default, compact, json, checkstyle), and multi-cloud infrastructure setups. Logs results to GitHub Actions Summary and fails the workflow on lint issues
📝 Need to Upgrade

Maturity: Beta Last Commit Release Date
2 1 1 1018 KB
3 🔵 tf-plan-action
Release Release Tag
✅GitHub Composite Action for running Terraform plan operations across multiple backends and cloud providers. Supports S3 and HCP Terraform Cloud backends with built-in OIDC authentication for AWS, GCP, Azure, Snowflake, and Databricks. Includes platform mode for multi-cloud infrastructure, artifact management, and GitHub Actions Summary integration
📝 Need to Upgrade

Maturity: Beta Last Commit Release Date
2 1 1 568 KB
4 🔵 tf-apply-action
Release Release Tag
✅ GitHub composite action orchestrating terraform apply with multi-cloud support (AWS, Azure, GCP, Snowflake, Databricks), configurable backends (S3/HCP Terraform Cloud), platform mode for simultaneous multi-provider deployments, and built-in OIDC authentication.
📝 Need to upgrade

Maturity: Beta Last Commit Release Date
3 2 1 350 KB

☁️ Terraform Snowflake Module (13)

# Repository Description branch issue pr size
1 🟢 terraform-snowflake-dynamic-table
Release Release Tag
✅ Terraform module to manage Snowflake dynamic table.
📝 Working as expected.

Maturity: Beta Last Commit Release Date
5 4 4 251 KB
2 🟢 terraform-snowflake-storage-integration
Release Release Tag
✅ Terraform module to manage Snowflake storage integration.
📝 Working as expected.

Maturity: Beta Last Commit Release Date
5 4 4 287 KB
3 🟢 terraform-snowflake-pipe
Release Release Tag
✅ Terraform module to manage Snowflake pipe.
📝 Working as expected.

Maturity: Beta Last Commit Release Date
5 4 4 264 KB
4 🟡 terraform-snowflake-task
Release Release Tag
✅ Terraform module to manage Snowflake task.
Maturity: Beta Last Commit Release Date
5 3 3 202 KB
5 🟢 terraform-snowflake-seed-data
Release Release Tag
✅ Terraform Snowflake module to execute controlled SQL (INSERT, UPDATE, MERGE) for demo, seed, and reference data initialization.
📝 Working as expected.

Maturity: Beta Last Commit Release Date
4 3 3 282 KB
6 ⚪ terraform-snowflake-external-volume
Not available Release Tag
Terraform module to manage Snowflake external volume.
Maturity: Experimental Last Commit Release Date
4 3 3 132 KB
7 ⚪ terraform-snowflake-stream
Release Release Tag
🎯 Terraform module to manage Snowflake stream.
📝 Need to start working on this repository.

Maturity: Experimental Last Commit Release Date
4 3 3 287 KB
8 ⚪ terraform-snowflake-api-integration
Not available Release Tag
🏗️ Reusable Terraform module for creating and managing Snowflake API integrations using infrastructure as code.
Maturity: Experimental Last Commit Release Date
10 9 8 438 KB
9 🟢 terraform-snowflake-warehouse
Release Release Tag
✅ Terraform module to manage Snowflake warehouses with configurable sizing, scaling, auto-suspend, and cost controls.
📝 Working as expected.

Maturity: Stable Last Commit Release Date
5 4 4 394 KB
10 🟢 terraform-snowflake-database-schema
Release Release Tag
✅ Terraform module to create and manage Snowflake databases and schemas using infrastructure as code.
📝 Working as expected.

Maturity: Stable Last Commit Release Date
5 4 4 277 KB
11 🟢 terraform-snowflake-file-format
Release Release Tag
✅ Terraform module to manage Snowflake file format (CSV / JSON / Parquet)
📝 Working as expected.

Maturity: Stable Last Commit Release Date
5 4 4 255 KB
12 🟢 terraform-snowflake-stage
Release Release Tag
✅ Terraform module to manage Snowflake internal and external stage.
📝 Working as expected.

Maturity: Stable Last Commit Release Date
5 4 4 263 KB
13 🟢 terraform-snowflake-table
Release Release Tag
✅ Terraform module to manage Snowflake table.
📝 Working as expected.

Maturity: Stable Last Commit Release Date
5 4 4 278 KB

☁️ Terraform AWS Module (9)

# Repository Description branch issue pr size
1 🟢 terraform-aws-s3
Release Release Tag
✅ Terraform AWS Module for S3 Bucket
Maturity: Beta Last Commit Release Date
5 4 4 336 KB
2 🟢 terraform-aws-iam
Release Release Tag
✅ A reusable Terraform module for provisioning and managing AWS IAM resources, including users, groups, roles, policies, and instance profiles. Designed to simplify identity and access management with flexible, configurable inputs and follow least-privilege best practices across AWS environments.
📝 Working as expected

Maturity: Beta Last Commit Release Date
9 8 8 433 KB
3 🟢 terraform-aws-glue-database
Not available Release Tag
🎯 Reusable Terraform module to create and manage AWS Glue Data Catalog databases, providing a standardized foundation for data lake metadata used by Athena, Glue Crawlers, Iceberg tables, and analytics workloads.
📝 Ready for merge

Maturity: Beta Last Commit Release Date
5 4 3 308 KB
4 🟡 terraform-aws-glue-catalog-table
Not available Release Tag
🎯 Terraform module to create and manage AWS Glue Data Catalog tables, supporting external tables and Apache Iceberg tables on Amazon S3 for analytics engines like Athena, Spark, and EMR in modern data lake and lakehouse architectures.
📝 Ready for merge to main

Maturity: Beta Last Commit Release Date
7 6 5 309 KB
5 ⚪ terraform-aws-cloudwatch
Not available Release Tag
🎯 Reusable Terraform modules for provisioning and managing AWS CloudWatch resources, including log groups, metric filters, alarms, dashboards, and log subscriptions for centralized monitoring and observability.
Maturity: Experimental Last Commit Release Date
7 6 5 287 KB
6 ⚪ terraform-aws-security-group
Not available Release Tag
🏗️ A reusable Terraform module for provisioning and managing AWS security groups and their ingress/egress rules. Designed to simplify network access control with flexible, configurable inputs and support for cross-referencing security groups, following least-privilege best practices across AWS environments.
Maturity: Experimental Last Commit Release Date
10 9 8 352 KB
7 ⚪ terraform-aws-glue
Not available Release Tag
🏗️ Terraform module to create and manage AWS Glue resources, including Data Catalog databases, crawlers, catalog tables, and Glue Jobs for scalable ETL workflows, automated schema discovery, metadata management, and serverless data processing across S3, relational databases, and other supported data sources.
Maturity: Experimental Last Commit Release Date
8 7 7 235 KB
8 ⚪ terraform-aws-ec2-instance
Not available Release Tag
🏗️ A flexible Terraform module for provisioning AWS EC2 instances with support for custom AMIs, configurable instance types, EBS volumes, security groups, IAM instance profiles, user data scripts, and consistent tagging. Includes multiple ready-to-use examples, input validation, native Terraform tests, and GitHub Actions CI workflows.
Maturity: Experimental Last Commit Release Date
9 8 7 235 KB
9 ⚪ terraform-aws-dynamodb
Not available Release Tag
🏗️ Terraform module for provisioning and managing AWS DynamoDB tables with support for on-demand and provisioned billing modes, global secondary indexes, local secondary indexes, auto-scaling, point-in-time recovery, encryption at rest, TTL, streams, and global tables. Production-ready, configurable, and follows AWS best practices.
Maturity: Experimental Last Commit Release Date
2 1 0 45 KB

☁️ Terraform GCP Module (21)

# Repository Description branch issue pr size
1 🟡 terraform-google-gcs-bucket
Not available Release Tag
🏗️ Terraform module to provision and manage Cloud Storage buckets, lifecycle rules, versioning, retention policies, encryption, and IAM access.
📝 Initial build successful

Maturity: Alpha Last Commit Release Date
7 6 5 345 KB
2 🟡 terraform-google-dataflow
Not available Release Tag
🏗️ Terraform module to deploy and manage Dataflow jobs, templates, staging configuration, worker settings, and service accounts.
📝 Initial build successful

Maturity: Alpha Last Commit Release Date
7 6 5 314 KB
3 🟡 terraform-google-vpc
Not available Release Tag
🏗️ Terraform module to create and manage VPC networks, subnets, routes, firewall rules, private service access, and related networking components.
📝 Initial release successful

Maturity: Alpha Last Commit Release Date
7 6 5 308 KB
4 🟡 terraform-google-cloud-sql-instance
Not available Release Tag
🏗️ Terraform module to provision and manage Cloud SQL instances, including engine configuration, HA, backups, networking, and security settings.
📝 Initial build successful

Maturity: Alpha Last Commit Release Date
7 6 5 339 KB
5 🟡 terraform-google-bigtable-instance
Not available Release Tag
🏗️ Terraform module to provision Bigtable instances, clusters, autoscaling, storage configuration, and IAM settings.
📝 Initial build successful

Maturity: Alpha Last Commit Release Date
7 6 5 329 KB
6 🟡 terraform-google-bigtable-table
Not available Release Tag
🏗️ Terraform module to create and manage Bigtable tables, including column families, GC policies, and application-level schema design.
📝 Initial build successful

Maturity: Alpha Last Commit Release Date
7 6 5 315 KB
7 🟡 terraform-google-bigquery-dataset
Not available Release Tag
🏗️ Terraform module to manage BigQuery datasets, including location, access controls, IAM policies, and data governance settings.
📝 Initial build successful

Maturity: Alpha Last Commit Release Date
7 6 5 305 KB
8 🟡 terraform-google-kms
Not available Release Tag
🏗️ Terraform module to manage KMS key rings, crypto keys, IAM bindings, rotation schedules, and encryption policies.
📝 Initial build successful

Maturity: Alpha Last Commit Release Date
7 6 5 314 KB
9 🟡 terraform-google-dataproc-cluster
Not available Release Tag
🏗️ Terraform module to create and manage Dataproc clusters, batches (serverless), workflow templates, autoscaling policies, and job execution.
📝 Initial build successful

Maturity: Alpha Last Commit Release Date
7 6 5 313 KB
10 🟡 terraform-google-pubsub-topic
Not available Release Tag
🏗️ Terraform module to provision Pub/Sub topics, including message retention, ordering, schema integration, and encryption settings.
📝 Initial build successful

Maturity: Alpha Last Commit Release Date
7 6 5 306 KB
11 🟡 terraform-google-pubsub-subscription
Not available Release Tag
🏗️ Terraform module to create and manage Pub/Sub subscriptions, including push/pull delivery, dead-letter topics, retry policies, and filtering.
📝 Initial build successful

Maturity: Alpha Last Commit Release Date
7 6 5 308 KB
12 🟡 terraform-google-compute-instance
Not available Release Tag
🏗️ Terraform module to create and manage standalone Compute Engine VM instances, including disks, networking, service accounts, and metadata.
📝 Initial build successful

Maturity: Alpha Last Commit Release Date
7 6 5 307 KB
13 🟢 terraform-google-project-hierarchy
Release Release Tag
✅ Terraform module for managing GCP organization folder and project hierarchies with billing and service enablement.
Maturity: Beta Last Commit Release Date
8 7 6 413 KB
14 🟡 terraform-google-spanner-instance
Not available Release Tag
🏗️ Terraform module to provision and manage Google Cloud Spanner instances with configurable capacity, regional settings, and enterprise-grade controls.
📝 Working on Claude SKILL

Maturity: Experimental Last Commit Release Date
7 6 5 271 KB
15 🟡 terraform-google-spanner-database
Not available Release Tag
🏗️ Terraform module to create and manage databases within Google Cloud Spanner instances, including schema (DDL), IAM, and lifecycle controls.
📝 Working on Claude SKILL

Maturity: Experimental Last Commit Release Date
7 6 5 271 KB
16 🟡 terraform-google-cloud-sql-database
Not available Release Tag
🏗️ Terraform module to create and manage databases within Cloud SQL instances, including schema initialization and lifecycle controls.
📝 Working on Claude SKILL

Maturity: Experimental Last Commit Release Date
7 6 5 271 KB
17 🟡 terraform-google-alloydb-cluster
Not available Release Tag
🏗️ Terraform module to provision and manage AlloyDB clusters, including networking, backups, encryption, and foundational configuration.
📝 Working on Claude SKILL

Maturity: Experimental Last Commit Release Date
7 6 5 271 KB
18 🟡 terraform-google-alloydb-instance
Not available Release Tag
🏗️ Terraform module to create and manage AlloyDB instances (primary and read pool) within a cluster, including compute sizing and scaling.
📝 Working on Claude SKILL

Maturity: Experimental Last Commit Release Date
7 6 5 271 KB
19 🟡 terraform-google-firestore
Not available Release Tag
🏗️ Terraform module to configure Firestore databases, indexes, field settings, and related IAM controls.
📝 Working on Claude SKILL

Maturity: Experimental Last Commit Release Date
7 6 5 306 KB
20 🟡 terraform-google-datastore
Not available Release Tag
🏗️ Terraform module to manage Datastore-mode database configuration, indexes, and access controls.
📝 Working on Claude SKILL

Maturity: Experimental Last Commit Release Date
7 6 5 271 KB
21 🟡 terraform-google-compute-mig
Not available Release Tag
🏗️ Terraform module to create and manage Managed Instance Groups (MIGs), including instance templates, autoscaling, rolling updates, and health checks.
📝 Working on Claude SKILL

Maturity: Experimental Last Commit Release Date
7 6 5 314 KB

☁️ CloudFormation Nested Stack (6)

# Repository Description branch issue pr size
1 🟡 cfn-nested-aws-s3-bucket
Not available Release Tag
🏗️ AWS CloudFormation nested stack template for provisioning production-grade S3 buckets with configurable encryption, versioning, lifecycle policies, access logging, and comprehensive tagging support.
📝 Feature branch working fine.

Maturity: Beta Last Commit Release Date
2 1 0 158 KB
2 ⚪ cfn-nested-aws-ha-multi-az-vpc-subnets
Not available Release Tag
⏳ Highly available multi-AZ VPC foundation with 2 public and 4 private subnets spanning multiple availability zones. Enables cross-AZ redundancy, automatic failover, and enterprise-grade resilience for mission-critical AWS workloads requiring zero-downtime deployments and disaster recovery.
📝 None

Maturity: Experimental Last Commit Release Date
5 4 3 199 KB
3 ⚪ cfn-nested-aws-vpc
Not available Release Tag
🏗️ Highly available multi-AZ VPC foundation with 2 public and 4 private subnets spanning multiple availability zones. Enables cross-AZ redundancy, automatic failover, and enterprise-grade resilience for mission-critical AWS workloads requiring zero-downtime deployments and disaster recovery.
📝 None

Maturity: Experimental Last Commit Release Date
2 1 0 152 KB
4 🟡 cfn-nested-aws-iam-roles-policies
Not available Release Tag
🏗️ AWS CloudFormation template suite for provisioning least-privilege IAM roles with inline policies across common use cases including data pipelines, REST APIs, event processing, data science/ETL, and container workloads with flexible permission scoping and automated deployment.
📝 None

Maturity: Experimental Last Commit Release Date
2 1 0 166 KB
5 ⚪ cfn-nested-aws-dynamodb-table
Not available Release Tag
🏗️ Enterprise-grade nested CloudFormation templates for deploying AWS DynamoDB tables. Supports flexible configuration of Local Secondary Indexes (LSI), Global Secondary Indexes (GSI), DynamoDB Streams, TTL, and Point-in-Time Recovery. Includes modular nested stack and standalone template architectures with comprehensive documentation and examples
📝 None

Maturity: Experimental Last Commit Release Date
2 1 0 166 KB
6 🟢 cloudformation-template
Release Release Tag
✅ AWS CloudFormation template repository with CLAUDE.md documentation and integrated Claude skills for infrastructure-as-code generation. Provides a structured foundation for building reusable CloudFormation templates with AI-assisted code generation, validation, and documentation workflows.
📝 None

Maturity: Stable Last Commit Release Date
3 3 2 215 KB

📝 Blog

Visit my blog for articles on AWS architecture, Terraform, GitHub Actions, IAM, and cloud observability.

Last generated: 2026-10-04 23:10:32 EST
Total repositories: 213

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Repositories

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  • .github Public

    A GitHub profile repository of Subhamay Bhattacharyya

    subhamay-bhattacharyya/.github's past year of commit activity
    HTML 0 0 0 0 Updated Oct 5, 2026
  • aws-csv-data-pipeline Public

    🏗️ Serverless, event-driven data pipeline on AWS for processing CSV files end-to-end. Raw uploads to S3 trigger a Lambda preprocessor, AWS Glue crawls and catalogs the cleaned data, a Glue ETL job transforms it into the final dataset, and Amazon QuickSight delivers interactive dashboards for analytics and reporting.

    subhamay-bhattacharyya/aws-csv-data-pipeline's past year of commit activity
    JavaScript 0 MIT 0 1 0 Updated Oct 5, 2026
  • aws-receipt-processing-system Public

    🏗️ Serverless, event-driven receipt processing system on AWS. Users upload receipts to Amazon S3, which triggers a Lambda function to extract structured data via Amazon Textract, persist results to DynamoDB, and dispatch email notifications through Amazon SES. Fully infrastructure-as-code managed for reproducible deployments.

    subhamay-bhattacharyya/aws-receipt-processing-system's past year of commit activity
    JavaScript 0 MIT 0 1 0 Updated Oct 2, 2026
  • aws-event-announcement-site Public

    🏗️ Serverless event announcement website on AWS, fully event-driven from end to end. A static S3-hosted frontend calls API Gateway endpoints backed by Lambda functions to register events and capture subscribers, with Amazon SNS dispatching email notifications and events.json in S3 acting as the source of truth — all provisioned as code.

    subhamay-bhattacharyya/aws-event-announcement-site's past year of commit activity
    JavaScript 0 MIT 0 1 0 Updated Oct 2, 2026
  • aws-polly-text-narrator Public

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    subhamay-bhattacharyya/aws-serverless-genai-tutor's past year of commit activity
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    subhamay-bhattacharyya/aws-ecs-lms-troubleshooting's past year of commit activity
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    subhamay-bhattacharyya/aws-cloudwatch-guardduty-automation's past year of commit activity
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