projects
here are some of the projects i've worked on. i love building tools that make developers' lives easier and shipping things i actually want to use.
a provider-agnostic async python client that normalizes messages, streaming, token usage, and errors across openai, anthropic, and gemini behind one interface. ships as a library, cli, interactive repl, and fastapi service — with tenacity retries, pydantic v2 models, mypy-strict typing, a concurrent compare() across providers, and 40 tests.
built a citation-style rag chat app where users upload pdfs and ask grounded questions. pipelines gemini-embedding-001 into pinecone (namespace per file), streams answers via gemini-2.5-flash, and stores files on vercel blob with neon postgres + drizzle orm.
developed a web tool for video querying using langchain, gemini api, and pinecone. handled transcript chunking and embedding storage, resolving data overlap issues for real-time responses. managed codebase with turborepo and bun.