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Aniket Mane

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VP, Data platform & Enterprise Apps Engg ThredUp Inc.

Aniket Mane is Vice President of Data and Fintech Engineering at thredUP, where he leads the evolution of large-scale data platforms, AI/ML ecosystems, and fintech systems. With over 14 years of experience in data engineering, marketing analytics, cloud infrastructure, and software development, he has built resilient, scalable systems that powered thredUP’s growth from startup to IPO and beyond. Aniket specializes in cloud platforms, Databricks Lakehouse architecture, MLOps, AI-driven insights, and real-time streaming data applications. He is passionate about scaling innovation, enabling data-driven decision-making, empowering future tech leaders, and transforming business strategies through data and AI innovation

Bio from: Data + AI Summit 2025

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ThredUp’s Journey with Databricks: Modernizing Our Data Infrastructure

Building an AI-ready data platform requires strong governance, performance optimization, and seamless adoption of new technologies. At ThredUp, our Databricks journey began with a need for better data management and evolved into a full-scale transformation powering analytics, machine learning, and real-time decision-making. In this session, we’ll cover: Key inflection points: Moving from legacy systems to a modernized Delta Lake foundation Unity Catalog’s impact: Improving governance, access control, and data discovery Best practices for onboarding: Ensuring smooth adoption for engineering and analytics teams What’s next? Serverless SQL and conversational analytics with Genie Whether you’re new to Databricks or scaling an existing platform, you’ll gain practical insights on navigating the transition, avoiding pitfalls, and maximizing AI and data intelligence.