I build AI systems, mobile products, and developer tooling.
Current focus:
- ThumbGate.ai - self-improving agent governance that turns thumbs-up/down feedback into pre-action gates that block repeat AI mistakes
- Random-Timer - native iOS and Android reaction timer for combat sports, BJJ, boxing, and HIIT
- openclaw-console - native mobile console for monitoring and approving agent actions
- trading - paper-first SPY options validation platform with hard risk controls and broker-backed scorecards
- AI agent governance and orchestration
- Mobile apps for iOS and Android
- Applied AI/ML systems that have to survive real users and real operations
- Productized developer tools with strong operational guardrails
| Project | What it does |
|---|---|
| ThumbGate.ai | Governance layer for AI agents: user feedback becomes enforcement that prevents repeated mistakes |
| Random-Timer | Mobile training timer built for combat sports and interval work |
| openclaw-console | Native mobile console for monitoring and approving agent actions |
| trading | Options research and validation platform with risk gates, scorecards, and live dashboards |
- 15+ years shipping software
- 6+ years working in AI and ML
- Based in Florida, USA
- Email: igor@igorganapolsky.com
- Product: www.thumbgate.ai