where I've worked and what I shipped

Building Project Brain, SCHWAI's internal enterprise knowledge base — retrieval over the company's own data with feedback loops and fine-tuned open-source models stacked on top. Also built a self-optimization sandbox that improves the company's AI copilots against an independent judge with a human gate, lifting answer quality ~10% across the summary, dev, admin, and sales copilots with no model retraining. MLOps/DevOps-flavoured work: deploying and operating internal AI systems on Python, FastAPI, RAG, Supabase, Redis, and Docker.

Architected and shipped a production full-stack app end to end in two months — React, Node.js, and REST APIs — with integrated AI/LLM features iterated on user feedback.

Shipped 5+ production features on a platform serving 1M+ customers, delivering well-tested React and Node.js work across cross-functional teams.

Grew a solo venture to $3,000 MRR building AI automation for clinics — chatbots and pipelines for lead capture, intake, FAQs, and scheduling.