350,000+automated workflow events
Mr. Bot
A purchase-order assistant you CC. It reads the thread, chases suppliers, pulls the documents, and flags only what needs a human.
Led delivery, end to end.
Read the story · stories.thinkingmachin.esWorked at
AI engineer at Thinking Machines. I ship production AI systems across automation, workforce training, voice, enterprise planning, and document intelligence, and validate them with real users and operational data. I translate ambiguous client requirements into scoped AI builds, architecture options, TCO estimates, phased delivery plans, and risk tradeoffs.
BS Computer Science, magna cum laude, 2025.
350,000+automated workflow events
A purchase-order assistant you CC. It reads the thread, chases suppliers, pulls the documents, and flags only what needs a human.
Led delivery, end to end.
Read the story · stories.thinkingmachin.es60×faster knowledge retrieval, 16 minutes to 15.84 seconds
An AI roleplay coach for frontline staff: personas that push back, a feedback agent, a knowledge assistant. Shipped at OnePuhunan as Pocket Branch Manager.
Built the core simulation product.
Read the story · stories.thinkingmachin.esEverything else is in Experience.
Azure OpenAI, Claude, Gemini, LangGraph, Python, TypeScript, Next.js, FastAPI, Azure Databricks, Terraform, Claude Code
When I'm not working, I make videos. Cinematography is how I tell a story, and color grading is the part I love most. They're mostly trips. I shoot and cut all of it myself.