I'm a Software Engineering Manager with 16 years of experience across companies like Samsung, Adobe, Fidelity, ION Trading, and UKG. I also hold an MTech in Data Science & Engineering. I run @DataScienceDiaries on YouTube where I build real-world AI/ML systems — not just tutorials, but production-grade projects like multi-agent pipelines and LLM-powered applications. I help: → Working software engineers transition into AI/ML roles → Freshers and college students get their first AI job → Engineers who know theory but can't build real projects I've been on the hiring side. I know what actually gets people shortlisted — and what wastes 6 months of preparation. Book a session if you want honest, specific guidance — not generic advice you'll find on Google.