Mike Chiou

I build focused Apify Actors for hard-to-monitor public data sources: trade notices, compliance feeds, government records, and other narrow data products where freshness and provenance matter.

My goal is simple: turn messy public sources into reliable, agent-ready datasets with clear schemas, deduplication, source links, and canary checks. I care more about useful, maintained tools than one-off scrapers.

Current focus:

• Compliance and trade monitoring
• Public-record alerting
• Agent-readable datasets and pay-per-event Actors
• Automated maintenance loops with Codex and Hermes

If an Actor breaks, I treat maintenance as part of the product, not an afterthought.