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krishaygarg/README.md

Hi there, I'm Krishay Garg! ๐Ÿ‘‹

Typing SVG

LinkedIn Email Portfolio Website


๐Ÿ’ซ About Me

I am a Computer Science student at UCLA (Class of 2028, GPA: 4.00) specializing in Machine Learning, AI Agents, Computer Vision, and high-performance Software Systems. I love building resilient full-stack architectures and shipping production-grade applications that make an impact.

  • ๐ŸŽ“ Education: B.S. in Computer Science at UCLA (Honors program)
  • ๐Ÿš€ Currently: Software Engineering Intern at Fiserv (Clover) & Projects Officer at UCLA ACM AI
  • ๐Ÿ† Awards: 1st Place Track Winner at LA Hacks 2026, 3rd Place at UC Berkeley Autonomous Racing

๐ŸŒŸ Featured Repositories

๐Ÿ—ฃ๏ธ Video Translation Pipeline

An automated pipeline to translate videos into target languages while maintaining precise lip-syncing and speaker voice identity.

ASR PyTorch U-Net/VAE

  • Created syllable-matching duration-alignment using NLP synonym swapping & beam search.
  • Implemented dynamic lip-syncing using audio-conditioned U-Nets to manipulate VAE latent spaces.
  • Integrated zero-shot voice cloning using acoustic encoders.

Explore Code โž”

โ™Ÿ๏ธ Chess-GPT

Fine-tuned a Large Language Model to output logical and legal chess movements using reinforcement learning.

Elo GRPO LoRA

  • Utilized Group Relative Policy Optimization (GRPO) and LoRA for resource-efficient alignment.
  • Increased correct move generation by 95% over base models.
  • Achieved reasoning capabilities through strategic positioning.

Explore Code โž”

Wearable computer vision glasses aiding visually impaired individuals to navigate physical spaces safely.

Award YOLOv8 React Native

  • Engineered object detection & obstacle mapping using YOLO and OpenCV.
  • Implemented audio translations using ElevenLabs and OpenAI Whisper.
  • Built mobile streaming client in React Native to forward high-FPS camera streams.

Explore Code โž”

A full-stack multiplayer civics education web application scaled to over 100,000+ active users.

NPR React WebSockets

  • Built synchronous multiplayer gameplay using WebSockets/Socket.io.
  • Engineered React front-end, Node.js game controller, and Python Flask API.
  • Presented platform on NPR (Here & Now) to millions of listeners.

Explore Code โž”

Computer vision lane detection and PID navigation systems for autonomous vehicles in the CARLA simulator.

Award OpenCV PID CARLA

  • Designed robust lane detection algorithms in OpenCV to handle complex lighting variations.
  • Developed adaptive PID control loops for vehicle stabilization and racing-line navigation.
  • Placed third globally and published research highlights on the Berkeley ROAR site.

Explore Code โž”


๐Ÿ’ป Technical Skills

๐Ÿš€ Languages

Python
C++
Java
Kotlin
TypeScript
JavaScript
C#
SQL
๐Ÿง  Machine Learning

PyTorch
LangChain
TensorFlow
OpenCV
SciKit Learn
NumPy
Pandas
โš™๏ธ Infrastructure & Tools

Docker
Kubernetes
AWS
GCP
Redis
PostgreSQL
MongoDB
Git

๐Ÿ’ผ Professional Experience

  • Fiserv (Clover) | Software Engineering Intern (June 2026 - Present)

    • Engineered a distributed system migrating 500K+ merchants from legacy infrastructure to modern platform. Built Java microservices with automated schedulers to stream records into Kafka pub/sub queue for asynchronous processing.
    • Developed an event driven consumer and Spring Boot REST API to upsert merchants into MongoDB database and trigger activation; deployed Docker containerized services to Kubernetes via Jenkins CI/CD. Built Android features in Kotlin.
  • Stealth AI Startup | Software Engineering Intern (Nov 2025 - June 2026)

    • Building in stealth...
  • League of Women Voters | Software Engineering Intern (Aug 2022 - Sept 2025)

    • Built VerifyIt, a multiplayer civics education web app with real-time WebSockets synchronization using React, Node.js, Flask, and PostgreSQL.
    • Scaled to 100,000+ active users and featured on NPR (Here & Now).
    • Automated campaign finance audit reporting using Pandas, NumPy, and Matplotlib data-processing pipelines, saving hundreds of staff hours.
  • StemChef | Software Engineering Intern (Mar 2024 - June 2025)

    • Led development of immersive augmented reality (AR) educational applications using Unity, C#, and TypeScript.

๐Ÿ”ฌ Research & Publications

  • Bayesian Neural Network Topology Uncertainty Analysis (UC Santa Barbara SRA, 2024)
    • Researched network topology impacts on model accuracy/uncertainty estimates (PyTorch, CIFAR-10, Fashion-MNIST). Submitted to National High School Journal of Science.
  • Autonomous Vehicle Lane Detection & Navigation (UC Berkeley ROAR, 2023)
    • Designed lane detection algorithms & PID controllers inside CARLA simulator, winning 3rd place overall. Published on Berkeley ROAR.

๐Ÿซ Campus Leadership & Involvement

  • ๐Ÿ’ก UCLA ACM AI | Projects Officer (Nov 2025 - Present)
    • Led hands-on workshops teaching deep learning, fine-tuning, and PyTorch concepts to 50+ students.
  • ๐Ÿ›ธ UCLA Unmanned Aerial Systems (UAS) | Computer Vision Team (Oct 2025 - Present)
    • Built real-time YOLO/OpenCV object tracking pipelines integrated with ROS (Robot Operating System) PID loops on an autonomous drone (50 FPS dynamic tracking).

Pinned Loading

  1. VideoTranslation VideoTranslation Public

    High-fidelity video dubbing pipeline combining face detection, MuseTalk lip-sync, and compositing.

    Python 2 1

  2. AEye AEye Public

    Computer Vision powered glasses to help blind people navigate

    Python 1

  3. VerifyItV4 VerifyItV4 Public

    Real-time multiplayer civics, voting rights, and news literacy trivia game.

    JavaScript 1

  4. AdaRemediator AdaRemediator Public

    Deep learning PDF remediation engine with YOLOv8 layout detection.

    Python