Contact

Build, harden, or review production AI systems.

Reach out for senior AI engineering, AI platform, LLM systems, or production AI systems conversations.

Useful context to include

Product leadershipShare the workflow, production bottleneck, and what needs to become reliable next.
Engineering leadershipShare the platform scope, eval gaps, observability needs, and ownership model.
RecruitingStart with the role level, interview loop, compensation range, and strongest proof points to review.
Technical collaborationPoint me to the system, failure mode, or prototype where a second architecture review would help.