- 🔭 8+ years shipping production fullstack systems — and for the last several, fusing them with LLMs, RAG, and agentic AI that actually work in production
- 🤖 I architect multi-tenant RAG platforms and agentic AI frameworks end to end — from vector store and orchestration layer to the React frontend — for teams in Australia, Canada, Finland, and the US
- ⚡ Typical stack I own solo: Python/FastAPI + NestJS/Node.js backends, React/Next.js frontends, PostgreSQL, Docker, AWS
- 🍕 Tech Solution Architect at code4pizza — a remote-first team of researchers and engineers
- 🎓 Ph.D. candidate in Computer Architecture — published in The Journal of Supercomputing (ISI, IF 3.3)
AI / ML Engineering
Fullstack & Infrastructure
🏢 Enterprise AI Virtual Assistant Platform — multi-tenant RAG microservices with secure tenant isolation, configurable corporate knowledge bases, and session-aware memory via LangGraph. Python FastAPI NestJS TypeScript ChromaDB Dify |
⚖️ LAW-ERP-MANAGEMENT — enterprise legal management platform for cases, contracts, notices, tasks, deadlines, and documents, with RBAC/ABAC access control and transactional audit logging. NestJS Prisma PostgreSQL CASL |
🏗️ ByLaw AI — construction-permit assistant validating form data against the Canadian National Building Code in real time with engineered RAG pipelines (80%+ retrieval accuracy). Cut consultation turnaround from weeks to hours. LLM RAG React FastAPI |
🏥 Heat Academy — fullstack health-education LMS on AWS App Runner: course management, progress tracking, certifications, plus a Chrome extension syncing with legacy OSCAR EMR systems. React Node.js PostgreSQL |
🥽 Bonus: XR / 3D work — Unreal Engine 5, Unity, WebGL
Photorealistic architectural visualization, AR applications, and realtime 3D on the web (Three.js / GLSL).
- LawAdviser — legal-advisory assistant: OpenAI Assistants API + FastAPI + async SQLAlchemy/PostgreSQL, Dockerized
- AMBTAR — simulation code for my paper Adaptive Multi-Beltway Thermal-Aware Routing for 3D NoC Systems, The Journal of Supercomputing (DOI: 10.1007/s11227-025-07580-5)
- gem5-3d-noc-routing — gem5 fork for 3D NoC routing research (Garnet: DeepNR3D, XYZ, CAQR + RL pipeline)
- code4pizza-astro — the code4pizza.com site: Astro SSG + React + Tailwind
“From dependable digital foundations to AI that actually works.” — code4pizza