I'm an AI/ML Engineer working on GenAI platforms and multi-agent LLM systems, mostly on Azure — the kind of work where half your day is building things and the other half is figuring out why they broke. I've spent the last few years moving between AI engineering and data consulting, which means I've seen this space from a few different angles — the technical side, the "how do we actually ship this to a client" side, and the "why is nobody using what we built" side. That mix is honestly where most of what I know actually came from. I like the parts of this job most people don't post about — the debugging, the dead ends, the small wins that don't make it into a highlight reel. That's usually what I end up talking about with people too. I started doing 1:1 sessions because I know what it's like to send out resumes and hear nothing back, or leave an interview replaying every answer in your head. If you're trying to break into AI/ML, GenAI, or MLOps and want a real conversation instead of generic advice — resume, interview prep, or just figuring out your next move — I'm happy to talk it through with you.