
Niels Bantilan
Chief Machine Learning Engineer at Union
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Dec 22, 2023 • 1h 5min
The Role of Infrastructure in ML // Niels Bantilan // #197
In this podcast, Niels Bantilan, Chief Machine Learning Engineer at Union, discusses the role of infrastructure in ML leveraging open source. Topics covered include data quality, schema definition, integrating tools like Polars, tracking data quality over time, generative DevOps, reproducibility in MLOps, and navigating edge cases.