Podcast
AI Engineering: Skill Stack, Agents, LLMOps, and How to Ship AI Products
Open original DataTalks.Club episode
AI Engineering: Skill Stack, Agents, LLMOps, and How to Ship AI Products
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Chapter Summary
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- 0:00 - From code to cars: Paul’s journey to AI
- 7:08 - Deep learning and the autonomous driving challenge
- 12:09 - The transition to global product engineering
- 15:13 - Survival guide: Data science vs. AI engineering
- 22:29 - The full-stack AI engineer skill stack
- 29:12 - Mastering RAG and knowledge management
- 32:17 - The generalist edge: Learning with AI
- 42:28 - Technical pillars for shipping AI products
- 54:05 - Portfolio secrets and the “second brain
- 58:01 - The future of the LLM engineer’s handbook