I’ve spent 7+ years hiring across AI, ML, Data Science, Product, Engineering, Gaming, SaaS, and B2C startups. I’ve seen thousands of resumes, interviews, and hiring decisions from the inside. I don’t give generic career advice, I tell you what actually gets you shortlisted, rejected, and hired. Whether you're a candidate trying to break into AI/ML or a founder struggling to hire the right talent, I can help you make faster, better decisions.