Founder & Full-Stack Developer
Apr. 2026 - Present
Civic Voice
- Designed and built a cross-platform React Native/Expo product that turns fragmented Canadian legislative and policy data into personalized workflows for bill discovery, interest-based recommendations, representative feedback, and notifications.
- Designed an evaluation system for AI-assisted legislative summaries, analyzing 1,500+ outputs across 500+ documents and 6 model/prompt configurations; converted 75+ failures into pre-launch regression tests, production quality monitoring, and runtime guardrails.
- Engineered PostgreSQL/Supabase ingestion pipelines for heterogeneous government sources, with scheduled refreshes, normalization, validation, caching, freshness tracking, and fallbacks that protect users from stale or malformed data.