My approach is simple:

Understand the workflows and policies
Build the prototype
Validate with users
Harden and deploy

I focus on:

• operational dashboards;
• systems engineering and workflow automation;
• role-based access and audit trails;
• self-hosted systems;
• AI-assisted internal tools.

Some of my most substantial work remains private.

I have built policy-aligned, auditable systems and AI-assisted workflows for defense and national security environments, and co-authored policies supporting organizational IC4S capabilities and multi-agency coordination.

These engagements remain confidential, with the organization retaining ownership, branding, and credit.

Contact me directly to discuss this work and what the same approach could do for your organization.

A sample auditable operations aggregator that brings flight records, personnel activity, supporting documents, videos, and live aircraft data into one interface.

It reflects the kind of systems I build: fast to prototype, simple to operate, and designed for visibility, control, and traceability.

Next.js · React · TypeScript · Tailwind CSS · FastAPI · Python · Node.js · PostgreSQL · Docker · Linux · Vercel

Also working with SQLite, pgvector, Supabase, Ollama, local LLMs, RAG, embeddings, reranking, and LoRA.

If your organization still runs a critical process through spreadsheets, forms, chats, and manual reports, we can turn it into working software.