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rosscyking1115/README.md

Cheng-Yuan (Ross) King

Software engineer working on AI evaluation and reliability. I build the harnesses and release gates that decide whether a change to an AI system is ready to ship — and check that the evaluations themselves measure something.

Three of these are on PyPI: agent-release-gates · redteam-foundry · telemeval Most of the rest run as live services — links in each repo.

Available full time from October 2026.

rosscyking.com · LinkedIn · rosscyking@gmail.com

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  1. agent-release-gates agent-release-gates Public

    Release gates for AI agents: replay known incidents and check prompt, model and tool-policy changes before they ship. Runs under Inspect.

    Python 3

  2. redteam-foundry redteam-foundry Public

    LLM red-team evaluation harness — prompt injection, refusal, leakage and staleness, with cross-judge validation and attack-corpus audits.

    Python

  3. cited-market-brief-agent cited-market-brief-agent Public

    Evidence-backed market briefs: claims are checked against stored source spans, and the checker itself is measured against hand-labelled ground truth by a CI gate that can fail.

    Python

  4. tfl-data-engineering tfl-data-engineering Public

    Measures how transport disruption shifts London cycle-hire demand — 41.4M journeys through Spark → dbt → DuckDB, rebuilt daily on GitHub Actions.

    Python

  5. responsible-neobank-growth responsible-neobank-growth Public

    A synthetic neobank whose events misbehave on purpose — late, duplicated, reversed — and a dbt warehouse that turns them into trusted interfaces.

    Python

  6. england-wales-housing-decision-support england-wales-housing-decision-support Public

    Where-to-live decision support from nine official open-data sources: five explainable indicators across 7,264 neighbourhoods, evidence beside every score.

    TypeScript