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Sonal Goyal

Sonal Goyal's DataTalks.Club podcast discussions, organized for topic exploration.

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Sonal Goyal

Background

Sonal is the founder of Zingg (https://www.zingg.ai), building an ML-powered identity resolution and entity resolution framework for a single source of truth for customers and suppliers. Zingg is open-sourced at https://github.com/zinggAI/zingg. Sonal has 23 years of experience building data products for investment banking, telecom, gaming, insurance and other industries. She is a repeat speaker at conferences like Databricks Data and AI, Strata, Data Con LA, and GIDS. She holds a BTech from IIT Delhi and lives in India.

Podcast Discussions

Building an Open-Source ML-Powered Identity Resolution Tool in the Modern Data Stack. Discussed: Guest Overview: Sonal Goyal and Zingg identity resolution; Career Overview: 24 years in tech, data consulting background; Origin Story: Consulting projects reveal recurring identity gaps; Modern Data Stack: Centralized data exposing identity challenges. Related topics: machine learning, MLOps, data engineering, open-source, product management.