ItakeAIresearchprototypesintoproduction.
15+ years of production engineering — C#/.NET and Azure, increasingly Python and TypeScript. Open to senior IC roles, full-time or contract.
What I Build
From AI-powered applications to enterprise systems, I deliver solutions that make a measurable impact.
AI/ML Systems
RAG pipelines, LLM integrations, evaluation harnesses, and agentic tooling. Productionized a Microsoft Research GraphRAG prototype in a network-isolated environment.
Full-Stack Development
End-to-end web applications with modern frameworks. React, Next.js, TypeScript, Python, and Supabase/Postgres with row-level security.
Enterprise Systems
Scalable backend services, API design, and system integrations. C#/.NET specialist with deep Azure expertise and performance optimization.
Data Pipelines
Databricks (PySpark, Spark SQL) orchestrated by Azure Data Factory, with cross-stage validation that catches silent data loss.
MVP Development
Rapid prototyping and product development. 7+ production AI apps shipped solo. Turn your idea into a working product fast.
Technical Consulting
Architecture reviews, tech stack guidance, and performance audits. Leverage 15+ years of experience for your technical decisions.
Recent Work
A selection of projects showcasing AI innovation, system design, and rapid product development.
MTAC Intel Copilot
Productionized a Microsoft Research GraphRAG prototype into the first end-to-end GraphRAG application in production in its org — C#/.NET orchestration, security for a network-isolated environment, and performance. Returned for v2 to build Databricks indexing pipelines, cross-stage validation, and an LLM-as-judge eval gate in the release pipeline.
Kind Words
From clients and former colleagues.
"Huy built our tutoring management app from the ground up and delivered a polished cross-platform experience for both tutors and parents. The role-based system works seamlessly, and the real-time session tracking has saved us hours of manual coordination every week. He was responsive, detail-oriented, and truly understood what we needed."
"Huy's ability to take your vision of an app into reality means he is basically a magician. He is expedient and thoughtful in his process and exceeded some of my expectations. He built out an entire backend to make it autonomous for me to make my own updates which I appreciated very much. Highly recommended."
"Huy jumped in at an early design and development stage of a novel LLM application with a lot of customizations. He ramped up fast on Python coding and usage of LLM models. He contributed significantly in designing and implementing solutions to complex problems on the backend as well as middle tier. I really appreciate his methodical design and testing approach as well as his systematic documentation. He will be a valuable asset to any team he joins."
"Huy is a hardworking, diligent and brilliant software engineer. He goes to extreme lengths to solve any problem he is given. He has a "never quit" attitude that shines through his work. He is patient, gentle, and a pleasure to work with. Any organization is lucky to have him as part of their team."
Tools of the Trade
Deep expertise across the modern development ecosystem, from AI/ML to cloud infrastructure.