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Neha Milak

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talks

RSA Databricks

Neha is a Resident Solution Architect at Databricks based in London, UK. With over 14 years of expertise in Data Engineering, Analytics, and AI, Neha has spearheaded digital transformation initiatives for large enterprises across the globe. She excels in delivering scalable data platforms, mentoring high-performing teams, and fostering a culture of data-driven decision-making. Specializing in data quality, governance, and compliance, she brings a unique perspective shaped by her experience with regulated industries. At DAIS 2025, Neha will share insights on elevating Data Quality and the future of data and AI. If you are attending, feel free to connect with her—she’s always eager to exchange ideas and inspire innovation.

Bio from: Data + AI Summit 2025

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Elevating Data Quality Standards With Databricks DQX

Join us for an introductory session on Databricks DQX, a Python-based framework designed to validate the quality of PySpark DataFrames. Discover how DQX can empower you to proactively tackle data quality challenges, enhance pipeline reliability and make more informed business decisions with confidence. Traditional data quality tools often fall short by providing limited, actionable insights, relying heavily on post-factum monitoring, and being restricted to batch processing. DQX overcomes these limitations by enabling real-time quality checks at the point of data entry, supporting both batch and streaming data validation and delivering granular insights at the row and column level. If you’re seeking a simple yet powerful data quality framework that integrates seamlessly with Databricks, this session is for you.