I build AI systems at the edge of software and hardware. Worked on: electronics RAG over datasheets, ReAct/Reflexion agent from scratch, fine-tuned tool-call router. Building: an agent that generates KiCad PCB layouts, TinyML inference on constrained hardware. Everything starts in NumPy.
🪼
Coding
Learning hardware from the inside out.
Currently: Electronics RAG + PCB-coding agents + edge vision.
I build from NumPy up
Highlights
Pinned Loading
-
ai_agent
ai_agent PublicA production-grade AI agent system implementing the ReAct (Reasoning + Acting) architecture from first principles. Built with modularity, extensibility, and cost-efficiency in mind.
Python
-
reporag
reporag PublicThe Open-Source Repository Intelligence System. A resilient RAG platform for code and documentation. Converse naturally with any codebase, wiki, or issue tracker to accelerate understanding and onb…
Python
-
-
semantic_router
semantic_router PublicA QLoRA fine-tuned Llama-3.1-8B-Instruct AI agent for structured outputs, secure Python sandbox execution, hybrid code search, web scraping, and safe human-in-the-loop automation. Perfect for devel…
Python
Something went wrong, please refresh the page to try again.
If the problem persists, check the GitHub status page or contact support.
If the problem persists, check the GitHub status page or contact support.