19 years
EdTech engineering, data science, and AI
~30 engineers
Multi-location org led (9 direct), grown 15 → 22 → 30
Leadership Excellence 2023
Plus MVP 2015 (portable director signal)
Focus
Player-coach leadership for AI-native delivery
I lead multi-location engineering for large-scale learning platforms - currently as Senior Software Development Manager at Excelsoft Technologies. I still get my hands dirty on architecture, AI workflows, and quality. The through-line is simple: make Human-AI collaboration disciplined enough to measure.
My AI leadership work covers AISprints and Agentic SDLC patterns, self-hosted LLM governance for ~150 internal engineers, and production learning analytics. Product-scale outcomes and pilot metrics live on Work and pilot results - not as the homepage proof strip.