What I help with
I am useful when the problem is technical, commercial enough to matter, and fuzzy enough that the dots are visible but not numbered yet.
Implementation work
I take technical work that is too senior, too fuzzy, or too cross-functional for a normal ticket and turn it into shipped software. The job is to build what is necessary and sufficient: not a fragile rush job, not a beautiful monster that never reaches users.
BackendIntegrationsInternal tools
Planning and advisory
Architecture, product/engineering planning, vendor selection, build-vs-buy decisions, technical due diligence, and those founder calls where the real job is connecting the dots and separating the hard problem from the expensive distraction.
ArchitectureRoadmapsBuild vs. buy
AI and process automation
I integrate AI and adjacent automation techniques into real workflows: internal operations, coding-agent setups, RAG, evaluations, document processing, and tools that remove recurring work instead of just making a prettier demo.
AI workflowsRAGEvaluations
Teams and technical leadership
I help shape engineering teams: hiring plans, technical assessment, delivery habits, role definition, and the practical operating system between a founder, a product direction, and the people writing the code. The goal is technical independence, not making myself your permanent IT department.
HiringDeliveryLeadership