Building AI-powered systems with a focus on reliability, scalability and user-impact.

I work at the intersection of engineering depth, human behavior, and system design - through reflection and storytelling.

I build and scale AI-powered backend systems in production, and write about the trade-offs, failures, and decisions that shape them.