Person

Daniel Svonava

Daniel Svonava's DataTalks.Club podcast discussions, organized for topic exploration.

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Daniel Svonava

Background

Daniel is an entrepreneurial technologist with a 20-year career starting with competitive programming and web development in high school, algorithm research, and Google & IBM Research internships during university, first entrepreneurial steps with his computational photography startup, and a 6-year tenure as a tech lead for ML infrastructure at YouTube Ads, where his ad performance forecasting engine powers the purchase of $10B of ads per year.

Podcast Discussions

Building Search Systems: Dense Embeddings, MLOps and Evaluation Metrics. Discussed: Guest Introduction: Daniel Svonava, Superlinked & VectorHub; Career Highlights: Internships, YouTube Ads, and Startups; Competitive Programming Influence on Engineering; Framing Search: Decision Problem & Relevance. Related topics: information retrieval, vector databases, embeddings, MLOps, evaluation metrics, production, search.