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What I build for teams and founders

Production web applications, retrieval-augmented generation systems, and reliable AI features — designed, built, and shipped end to end.

Full-Stack Development

Full-stack development means one engineer owns the whole feature: the database schema, the REST API, the UI, and the deployment pipeline. I build production web apps end to end so you ship faster without coordinating three contractors.

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RAG Development

RAG (retrieval-augmented generation) lets an LLM answer from your own documents instead of guessing. I build the full pipeline — ingest, chunk, embed, retrieve, and generate grounded answers — so your chatbot cites real sources instead of hallucinating.

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AI Product Development

Building an AI-powered product is mostly software engineering: the LLM call is the easy 10%, and the reliability around it is the other 90%. I integrate AI features into web products with the retries, fallbacks, and cost controls that keep them working in production.

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