The work
Each case below is a story — the problem, the call I made, what shipped, what I'd do differently.
Totango
→AI Labs
Led Totango's first wave of LLM features and the path to enterprise AI adoption
AI LLM Enterprise Evals
Totango
→Messaging Engine
Rebuilt a legacy monolith into event-driven services
Platform Tech Debt Enterprise Stakeholder Alignment
Catalyst
→Data Access Control
Enterprise-grade access controls that moved Catalyst upmarket
Platform Enterprise Security Permissions
Totango
→Product-Led Growth
Built a zero-touch self-service motion for the SMB segment
PLG Self-Service Activation SMB
Totango
→Page Builder
Shared platform that compounded into a 38% engineering velocity gain
Platform Internal Tools Engineering Velocity Stakeholder Alignment
Side project
→Friends RAG
Testing how far AI-assisted engineering goes, and where the tutorials are wrong
RAG LLM Evaluation