Background
A decade as a builder, a degree in business, and a career that pivoted hard into AI as soon as the tools were good enough to matter.
Current focus
Independent AI research + writing. The
framework on this site is the main output. Advisory on the side when asked.
Research areas
Applied AI, LLM product engineering, agent systems, voice AI, automation, autonomous workflows, agent evaluation.
Education
B.S., Business · Farmingdale State College · December 2019 · 3.9 GPA.
Prior experience
Serial entrepreneur. Multiple ventures built and exited. No company names shared publicly.
How I work
Opinionated. Ship-oriented. Allergic to hype. If a model doesn't make the product meaningfully better, I'd rather not use one.
Stack I'm fluent in
Claude API
OpenAI API
Claude Code
MCP (Model Context Protocol)
Python
TypeScript / Node
Bun
Postgres
Redis
GoHighLevel
n8n / Make
Zapier
Stripe
Twilio
Notion API