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Speaker

Bhargavi Reddy Dokuru

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talks

Senior Data Engineer NETFLIX INC

Bhargavi is a Senior Data Engineer at Netflix supporting the Games business. With 10+ years of experience in the data field, she specializes in Big Data technologies and Distributed Computing. She also holds a Master’s Degree in Information Systems from Carnegie Mellon University. As one of the early data engineers on Netflix Games, Bhargavi helped build core data infrastructure and game telemetry systems, enabling the Games business to drive quality and engagement of Netflix games across Mobile, TV, and Web platforms. Passionate about mentorship, Bhargavi is committed to helping students pursue a career in data engineering. With over 20k followers on LinkedIn, she regularly writes about data engineering and IC leadership.

Bio from: Data + AI Summit 2025

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Lessons Learned: Building a Scalable Game Analytics Platform at Netflix

Over the past three years, Netflix has built a catalog of 100+ mobile and cloud games across TV, mobile and web platforms. With both internal and external studios contributing to this diverse ecosystem, building a robust game analytics platform became crucial for gaining insights into player behavior, optimizing game performance and driving member engagement.In this talk, we’ll share our journey of building Netflix’s Game Analytics platform from the ground up. We’ll highlight key decisions around data strategy, such as whether to develop an in-house solution or adopt an external service. We’ll discuss the challenges of balancing developer autonomy with data integrity and the complexities of managing data contracts for custom game telemetry, with an emphasis on self-service analytics. Attendees will learn how the Games Data team navigated these challenges, the lessons learned and the trade-offs involved in building a multi-tenant data ecosystem that supports diverse stakeholders.