Hannes Hapke — ML Engineering Leader, co-author of four O'Reilly and Manning books on machine learning, and Google Developer Expert. I help organizations build ML systems that survive contact with production.
writing
all →projects
all →- CLI · Rust yaak Natural language → shell command, any provider
- Web · AI coach IgniteConvo Practice dating until it feels natural
books
details →- 2025 Generative AI Design Patterns O'Reilly · with Valliappa Lakshmanan
- 2024 Machine Learning Production Systems O'Reilly · with Robert Crowe et al.
- 2020 Building Machine Learning Pipelines O'Reilly · with Catherine Nelson
- 2019 Natural Language Processing in Action Manning
recent talks
all 40+ →- Dataiku Summit
- Dataiku Succeed
- API World — Making AI Agent Decisions Explainable
- SciPy — Mechanistic Interpretability of Agent Tool Selection
- ICPRAI — Mechanistic Interpretability of Agent Tool Selection