About Me
Machine Learning Engineer based in Nairobi, Kenya. I take AI/ML research papers and turn them into working systems built for African markets. My current focus is multi-agent LLM systems — I built TradingAgents, a 13-agent framework that debates and trades NSE equities, adapting a UCLA/MIT paper for frontier market constraints like T+3 settlement, KES-denominated portfolios, and illiquid order books.
I also build production AI tools for professionals — an LLM-powered financial statement auditor using RAG and a capital gains tax engine that automates KRA compliance for Kenyan accountants. MSc Computer Science candidate with 3 IEEE publications spanning medical imaging, NLP, and financial assessment. I work across the full stack: Python, LangGraph, FastAPI on the backend; React and Next.js on the frontend.
