For engineers making the switch into AI.

You tell me where you are and what you want. I tell you the shortest honest path, what to skip, and what will actually be asked in interviews. One call, no package.

• A read on where your current experience already counts
• A specific 90-day plan — what to learn, in what order, what to build
• Written notes after the call so you have it in one place

I read resumes on a hiring loop. Most engineers describe what they were assigned rather than what changed because of them — that difference is the whole callback rate.

• Line-by-line rewrite of your resume with reasoning, not just edits
• LinkedIn headline, About, and Featured section rework
• One free re-review after you apply the changes

A real round, run the way I run them — AI system design, or a GenAI engineering deep dive on RAG, evaluation, and agents. Scored, with the feedback you never get from a real rejection.

• Live 45-minute round, no warm-up questions
• 15 minutes of direct feedback plus a written scorecard
• The specific answers that would have moved you up a level

For engineers who are serious about the switch and want someone who has done it holding them to it. Limited slots — I take a small number so this stays useful.

• Four 45-minute sessions a month
• Async questions over WhatsApp between sessions
• Project review — I read your code and your evaluation setup
• Interview prep and offer negotiation when you get there