AI products and agents
From problem framing and architecture to an integrated system with tools, evaluations, monitoring, and human handoff.
I work where AI engineering, product thinking, and real business processes meet. I can join a focused task or help shape an AI direction from the ground up.
From problem framing and architecture to an integrated system with tools, evaluations, monitoring, and human handoff.
Internal tools, bots, workflows, and API integrations built around an actual operating process rather than a generic demo.
LLM platforms, context and data boundaries, permissions, prompt injection, tool risk, observability, and cost control.
AI roadmaps, use-case prioritization, vendor and architecture decisions, workshops, and enablement for product and engineering teams.
If you have a task that might fit, send me a short message.