Work

Shipped a multilingual healthcare chatbot and its API (try the demo)

Built Concord, a tool for reviewing conflicts in a knowledge base

Tinkered with agentic loops and semantic caching

Worked on eval rubrics and tuning LLM-as-a-judge

Built an async OCR service on Celery + Redis

Shipped two Next.js + FastAPI apps for PowerPoint / PDF / Word conversion

Wrote a custom math renderer for chat-with-document

Built the transcriber-api on Amazon Transcribe

Led a bunch of REST microservices that other teams plugged into

Fine-tuned fashion product classifiers for cross-store matching

Sped up data processing (and training) with multiprocessing