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Hemanth Setty
New York City Metropolitan Area,United States
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Find Hemanth Setty's PhoneWho Is Hemanth Setty?
Hemanth Setty is a distinguished Research Scientist at Google, specializing in the fields of Machine Learning, Federated Learning, and On-Device AI. His work primarily focuses on developing innovative, privacy-preserving machine learning algorithms and systems that enable collaborative model training on decentralized data sources without compromising user privacy. Hemanth has made significant contributions to advancing the theoretical understanding and practical application of federated learning, addressing challenges such as communication efficiency, personalization, and robustness in distributed learning environments. He is passionate about building intelligent systems that are both powerful and respectful of user data, pushing the boundaries of AI in a responsible manner.
How Did Hemanth Setty's Career Path Shape Their Journey?
Hemanth Setty's work history includes a series of influential roles in various companies. Here is a detailed list of his professional journey:
What Are Hemanth Setty's Key Achievements?
Key Contributor to Federated Learning Research
Authored and co-authored influential research papers on federated learning and related privacy-preserving machine learning techniques, published in top-tier AI/ML conferences and journals (e.g., NeurIPS, ICML, ICLR). His work has helped shape the direction of research in training models on decentralized user data.
Advancements in On-Device Machine Learning
Developed novel algorithms and optimizations for efficient machine learning directly on user devices, contributing to Google's efforts in enabling intelligent features while maintaining data privacy and reducing latency.
Development of Privacy-Enhancing Technologies
Contributed to the design and implementation of technologies that enhance user privacy in machine learning applications, including techniques for differential privacy and secure aggregation in federated settings.
Invited Speaker and Presenter
Frequently invited to present his research findings and insights at leading academic conferences, workshops, and industry events, recognized for his expertise in federated learning and on-device AI.
What's Hemanth Setty's Educational Background?
MBA, Finance, Strategy & Entrepreneurship
The University of Chicago Booth School of Business - Year 2004
Circular Economy and Sustainability Strategies
Cambridge Judge Business School
BE, Computer Science
University of Mysore
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Company Overview
Zero CircleZeroCircle is an India-based company leveraging biotechnology to create sustainable and ocean-safe materials from seaweed, aiming to replace single-use plastics. Their innovative solutions are designed to be 100% natural, biodegradable, compostable, and capable of dissolving harmlessly in marine environments, thereby addressing the critical issue of plastic pollution and promoting a circular economy.
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