I've spent 15 years building distributed systems across finance, payments, and consumer tech. Today my focus is generative AI — designing and shipping AI into user-facing products, and providing technical leadership across teams that bridges AI research with what actually ships.
I value thoughtful design, developer empowerment, and building products that make people feel like they're working with a superpower. And I love the problems no one else wants to touch — from low-level email-protocol debugging to designing an agent that defuses a critical production incident.
I also treat the non-functional requirements as first-class — often above the feature itself. I design for availability, resiliency, and zero-downtime, build in automated backups and self-healing, hold a hard line on P1s, and sweat the user experience. Software earns customer trust by staying up and behaving — not just by what it ships.
LLM applications
RAG pipelines and locally-deployed models — DeepSeek, Mistral, OpenHermes via Ollama.
AI automation
Agents that take on effort-intensive tasks by leveraging MCP servers.
Developer productivity
AI woven into development workflows through IDE plugins.
Scalable infrastructure
Leading distributed architectural decisions across products.