Ankit Shaw - AI Engineer
I build deterministic AI systems for teams that need automation to work outside the demo. My focus is workflow optimization, prediction systems, and AI pipelines that make real operational decisions more reliable.
I work with solopreneurs and small to medium businesses that want production AI systems, not fragile prototypes. I care about the parts that usually break after staging: messy workflows, unclear decision points, testing bottlenecks, and systems that need to keep running when humans stop watching them.
At Aptiv I shipped:
- QA automation engine that used ML to prioritize test cases and detect failures earlier, saving 4 hours of manual QA effort every week.
Outside work, I help businesses turn operations into measurable AI workflows: workflow optimization, GTM engines, forecasting, and prediction systems for better decision-making.
I write and share practical AI engineering ideas on LinkedIn.
I am looking for work involving workflow optimization, GTM systems, and prediction or forecasting models that support business decisions.
I offer a free discovery call and one week of rough proof-of-concept work around the operation we discuss.