I build AI workflows and product experiences that turn scattered context into tools people can actually use.

My work lives between product thinking, agent systems, and interaction design. I like taking an unclear problem, finding its real constraints, and giving it a shape that people can inspect, reuse, and keep working with.

• Designing agent workflows with clear roles, boundaries, and failure paths
• Building AI product prototypes that are useful beyond the demo
• Turning messy work into durable systems, docs, and handoffs
• Writing about the decisions, frictions, and artifacts behind the work