Technology executive and AI strategist in Toronto. 25+ years leading engineering, product, and digital transformation at scale. Now building tools for AI trust, model evaluation, and sovereign Canadian AI.
| Project | What It Does |
|---|---|
| ModelTrust | AI model evaluation platform — compare outputs across LLMs, measure reliability, flag when human review is needed |
| Zeever | RAG-powered AI assistant for City of Toronto services — cited answers from official sources |
| Toraffic | Interactive map of Toronto roadwork, lane closures, and CaféTO patios — time-of-day congestion model and per-block impact scoring on City open data |
| EVD2 | Track every electric vehicle in Canada — pricing, incentives, recalls, and news in one place |
| Fresh News | Bilingual Canadian news aggregator — headlines from trusted outlets, English and French |
| Toronto Parks Atlas | Data-driven analysis of all 3,273 Toronto parks — measuring how each balances urban vitality and ecological refuge |
All shipped through Idea Warehouse, my product lab in Toronto.
| Repo | What It Is |
|---|---|
| AI Governance Playbook | Frameworks and thinking for CTOs navigating AI governance, trust, and responsible deployment |
| Zeever | Source for the RAG-powered Toronto city services assistant — Python, open-source models |
- AI model trust and multi-model evaluation frameworks
- AI governance, policy, and responsible deployment
- Generative Engine Optimization (GEO) for AI-native discovery
- Civic and open data made legible — maps, models, and rankings from municipal sources
- Sovereign and low-cost AI infrastructure for Canadian contexts
- RAG systems with citation and evidence grounding
- Storytelling Is Becoming the Most Important Skill in the Age of AI
- How Leaders Can Actually Drive AI Adoption
- More at colinsmillie.com
Enterprise technology leadership across financial services, automotive, nonprofit, and public affairs — including VP-level roles at organizations like YMCA Canada, Autotrader, and Hill+Knowlton. Deep experience in platform architecture, product management, cybersecurity, and organizational AI strategy.