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Larysa Visengeriyeva
Software engineer with a PhD in data engineering who authored The AI Engineer’s Guide to Surviving the EU AI Act and maintains ml-ops.org; works on MLOps, data quality, and defense-related AI while based in Ukraine.
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Jan 13, 2026
• 32min
The AI Engineer's Guide to Surviving the EU AI Act • Larysa Visengeriyeva & Barbara Lampl
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Larysa Visengeriyeva, a software engineer and author known as the 'godmother of MLOps', joins behavioral mathematician Barbara Lampl for an engaging discussion. They dive into the EU AI Act's implications for engineering practices and highlight that real compliance relies on strong MLOps and data governance, rather than just meeting legal requirements. Larysa shares practical frameworks like CRISP-ML and Machine Learning Canvas to simplify AI project management, stressing the importance of data quality and proactive engineering in building robust AI systems.
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