Founding ML engineer at Memory Bridge who architects the core memory and retrieval subsystem for LLM products: multi-tier storage, hybrid semantic search, privacy-aware filtering, and evaluation frameworks. Built primarily in Python with FastAPI, vector databases, and LLM orchestration tools like LangChain.
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