
Thinking about moving into AI, or making sure you're actually competitive for AI-adjacent roles in your current field? I've spent 15 years as a data scientist and ML engineer — including real interviewer experience on both sides of the table — and I now run this as a 1:1 session for professionals at exactly this fork in the road.
We'll map where you actually stand (not where you think you stand), identify the specific gap between your current skill signal and what AI-forward roles are screening for today, and leave you with a concrete plan — not generic advice — for closing it. Whether that means picking up the right technical depth, repositioning your existing experience, or knowing which interviews to target first.
This is for you if you're an engineer, analyst, product person, or manager who wants to move toward AI — or make sure AI doesn't move past you.