I build AI systems that solve real business problems
Full-stack engineer with 25+ years bridging technical depth and clear communication. I build ethical AI systems designed for real humans—not just impressive demos.
Featured Work
Production-ready AI systems solving real business challenges. Each project demonstrates full-stack engineering with measurable outcomes.
Technical Challenges I Solve
Specialized expertise in the complex problems that make AI systems production-ready and ethically sound—not just technically possible
Anti-Hallucination AI
Implementing strict context controls and validation to prevent AI from generating fake information in production systems
Semantic Search at Scale
Building vector similarity search with pgvector, handling 10K+ embeddings with sub-second query times
Production Voice AI
Real-time voice transcription with Deepgram + OpenAI Assistants for structured data extraction from conversations
Web Scraping Intelligence
Circumventing anti-bot protections with Firecrawl, Puppeteer, and intelligent rate limiting strategies
How I Work
Deep technical expertise meets strategic thinking and clear communication. I've led teams, authored governance frameworks, and shipped production systems across enterprise, non-profit, and startup environments.
Ethics First
AI governance frameworks, maturity models, and anti-hallucination controls aren't afterthoughts—they're foundational to every system I build.
Human-Centered
25+ years of stakeholder engagement taught me: the best tech is useless if people can't understand it. I translate complexity into clarity.
Pragmatic Innovation
Not interested in shiny demos. I build systems that survive real users, scale under load, and deliver measurable business value.
Governance-Ready
From enterprise maturity frameworks to cross-functional working groups—I've led the processes that make AI adoption sustainable at scale.
Experience Snapshot
→Led enterprise CRM integrations (D365, HubSpot, Boomi iPaaS)
→Authored AI maturity models for education sector
→Built distributed MarTech teams across 4 states
→Founded and directed digital agency (6 direct reports)
→Change Management Board member—assessed quarterly projects
→Partnered with Microsoft on strategic Copilot rollouts
Equal parts builder and translator.