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
Notes on engineering hiring, team culture, and sustainable delivery at FasterOutcomes.
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