Work & Projects
A few things I have built and worked on. More case studies and projects coming soon
Product Feedback Agent
Turns fragmented customer feedback into evidence-backed product opportunities: a Gemini analyst drafts them, a deterministic validator checks every citation and quote against the source evidence, a second AI pass critiques the reasoning, and a human is the only one who can approve the resulting GitHub issue. 335 automated tests, 34/34 deterministic evaluation cases, 10/10 grounding checks, 19/19 expected validation violations caught, and 9/9 safety cases passed; the live n8n approve/reject paths were validated end-to-end, with the approve path creating a real GitHub opportunity issue.
Learnext: AI Language Tutor
AI-powered language practice focused on tight learning loops, clean UX, and fast iteration.
PRD to Tickets Agent
Turns PRDs into implementation-ready dev tickets with acceptance criteria, QA edge cases, analytics events, and one-click Linear issue links.
RICE AI Prioritizer
Turns RICE scoring into a small, explainable, exportable tool for PMs