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Generative Now | AI Builders on Creating the Future
Rajarshi Gupta: Artificial Intelligence and Crypto at Coinbase
Feb 6, 2025
Rajarshi Gupta, the Head of Machine Learning at Coinbase, shares his journey from academia to industry, highlighting his development of a pioneering malware detection engine. He discusses how machine learning enhances transaction security and user experiences at Coinbase. The conversation delves into the challenges of evaluating AI deployments and the integration of generative AI for customer support. Gupta also addresses the transition to deterministic language models and the potential for AI innovations within the crypto space, emphasizing the need for robust guardrails in sensitive transactions.
43:30
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Quick takeaways
- Rajarshi Gupta emphasizes the critical role of machine learning at Coinbase in enhancing transaction security and personalizing user experience.
- Coinbase's strategic investment in generative AI aims to streamline internal processes while improving customer support through innovative applications.
Deep dives
Rajarshi Gupta's Background and Experience
Rajarshi Gupta, the head of machine learning at Coinbase, has a diverse background that includes a PhD from Berkeley and over a decade at Qualcomm Research, where he created the industry's first on-device machine learning engine for Android to combat malware. His early work involved unique challenges, like developing training algorithms in C, as there were no existing tools for such tasks at the time. After Qualcomm, he contributed to security startups including Balbix and Avast, where he helped guide the company to a successful IPO and subsequent merger. This extensive experience set the stage for his leadership in AI projects at Coinbase, showcasing his capability in innovative tech solutions.
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Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode