Projects
A few things I’ve built.
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RAG pipeline for internal docs
Retrieval-augmented generation over company documentation with embeddings and hybrid search. Ask questions in natural language and get answers grounded in the docs.
Technologies:PythonFastAPIOpenAIPinecone
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Fine-tuned code assistant
Small fine-tuned model for in-repo code completion and refactor suggestions. Trained on our codebase for better local context.
Technologies:PyTorchHugging FaceVS Code extension
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Evaluation harness for prompts
CLI and dashboard to run prompt variants against golden sets and track accuracy, latency, and cost over time.
Technologies:PythonClickReact
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Slack bot with tool use
Slack app that uses an LLM with tools for triage, search, and simple automations. Responds in threads with citations.
Technologies:Node.jsSlack APIOpenAI
