About Me

Hello! I'm Jon.

I help startups and small teams ship production AI systems that actually scale. I bring 10+ years of enterprise rigor—agentic pipelines, LLM integration, data engineering—plus hands-on team leadership. No prototypes. No handoffs. Just shipped systems with SLOs, monitoring, and a team that can own them after I'm gone.

This site is my personal launchpad—a space where ideas spark, experiments come alive, and lessons are forged in real time. I write about building production AI, leading technical teams, and the intersection of code and impact.

Currently building: NpVibe, an AI platform for nonprofit discovery.

Writing: Shipping AI on Hashnode—practical insights on shipping production AI systems.

Open to: Fractional technical leadership and hands-on AI engineering contracts that align with mission-driven work.