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DerekW00/README.md

Hi there 👋

My name is Derui (Derek) Wang.

I graduated from UC Berkeley in 2023, where I triple majored in Computer Science, Data Science, and Economics.

I make LLM agents reliable enough to ship in regulated domains.

At Double Blind Bio I'm a founding engineer on DeBBy — an AI agent that automates clinical-trial discovery, site feasibility, and sponsor outreach — and I own our AI evals & observability program end to end.

Before this: KYB risk-scoring and a LangGraph/DSPy business-intelligence agent at Baselayer (fintech), and ~20 months as an independent founder prototyping digital-health tools for psychedelic-assisted therapy and ADHD support — where I learned I wanted production engineering depth before building a company.

The through-line: taking ambiguous, high-stakes workflows end to end and making the AI measurable, debuggable, and appropriately controlled. Evaluation is the part I care most about — the systems that tell you whether a model is actually right, not just fluent.

Pinned Loading

  1. quantized-model quantized-model Public

    Python

  2. photoreceptor-eye-model photoreceptor-eye-model Public

    Python

  3. nlp-api-project nlp-api-project Public

    Python

  4. adhd-assistant adhd-assistant Public archive

    TypeScript 1

  5. llm-reliability-lab llm-reliability-lab Public

    Offline invoice-extraction evaluation: strict schemas, field metrics, critical-error gates, and replayable regression checks using synthetic fixtures.

    Python

  6. pac-man pac-man Public

    Applying AI Techiniques to Pac-Man World

    Python 1