Bridging Science and AI: Adventures in ML Operations
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Bridging Science and AI: Adventures in ML Operations
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In this episode, we are joined by Zac Yung-Chun Liu, an accomplished ML Engineer with a geophysics background and diverse portfolio of experiences. Zac takes us on a journey through his remarkable career, starting with his impactful work at Hypergiant, where he contributed to groundbreaking AI-driven satellite and space mission control projects. As the founding member of BrainChain AI, Zac offers a glimpse into his current venture involving AI and ML to detect supply chain disruptions, hinting at the exciting developments that lie ahead. Delving into the world of MLOps, Zac provides a clear definition and shares invaluable insights into its practical applications. His expertise shines through as he discusses how MLOps has played a pivotal role in his projects. Zac's academic research at Stanford University takes center stage, where he serves as a research associate. He unveils the intriguing applied ML projects aimed at enhancing remote monitoring of carbon stock in tropical forests and developing innovative solutions such as a shark fin detector and predictive models for shark locomotor activity.