Apply science.
Ship joy.

• i.AdoptionHelping product teams onboard and get the most out of agentic AI.
• ii.EvaluationHarnesses, simulators, and scoring methodologies to repeatably measure your agentic systems.
• iii.Agent integrationWiring agentic systems into the apps, APIs, and data your team already runs.
• iv.Harness engineeringThe scaffolding around a model: tool dispatch, memory, recovery, observability.

I worked at Meta for six years building and integrating ML systems to detect fraudulent accounts or unsafe behaviour. I spent the last two years building wordsmith.ai as a founding engineer.

I work best with technical leaders who have a system in production and a problem they can describe. Engagements run two to twelve weeks — always just me, no pods, no SDRs, no escalation paths.