What I Learned Scaling FasterOutcomes from 0→1
Building an AI legal tech platform from scratch in 12 weeks taught me lessons about product-market fit, team building, and shipping production LLM systems fast.
Insights on AI Leadership
Thoughts on building production AI systems, scaling engineering teams, and leading with AI
Production LLM Systems: What CTOs Need to Know
Moving from POCs to production LLM systems requires different thinking. Here's what I learned building ELLE at Uber and FasterOutcomes MVP.
The Parallel Contracts Model: A Post-Mortem
From 2024-2025, I ran 3 parallel contracts simultaneously. Here's what worked, what didn't, and why I chose to go all-in as full-time CTO.
Scaling Engineering Teams: From 3 to 15+ in 2026
Lessons from scaling FasterOutcomes' engineering team in preparation for Series A. Hiring, culture, and maintaining velocity during rapid growth.
Article in progress
Want to be notified when new articles are published?