Projects
Client work and personal projects. Each page covers the problem, how the system works and what changed.
Analytics dashboard for hundreds of schools
A React and FastAPI dashboard in production, following attendance, performance and risk across hundreds of schools.
Research agent with its own benchmark
A RAG service, a four-agent research loop and a benchmark that tests whether the loop beats a single LLM call.
Chatbots and an outreach pipeline
LLM chatbots that answer from client content, and a pipeline that finds leads and contacts them on WhatsApp.