Every roadmap

• ML Engineer - Take a model from a notebook to something serving real traffic.
• AI Engineer - Build real products on top of foundation models - prompting, RAG, and agents that actually ship.
• Cybersecurity Engineer - Think like an attacker, build like a defender - from fundamentals to ethical hacking.
• VLSI Engineer - Design the chips everything else runs on - from logic gates to a taped-out design.