Embed with clients to build production-ready full‑stack solutions quickly using AI agents and coding assistants. Work across front-end, back-end, data pipelines and models, operate with Git and automation, steer AI agents to run tests, open PRs, and deliver to SLAs while making trade-offs between speed and code quality.