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Nikhil
Khani
Staff Software Engineer
YouTube
Currently working at YouTube (Google), Nikhil is building ML models to improve YouTube homepage recommendations. His previous experience includes building machine learning models that automate the management of cloud resources using reinforcement learning. Nikhil is now interested in large-scale and high-volume machine learning products that combine good software engineering practices with machine learning at scale.
30 April 2025 15:00 - 15:20
Unpacking the hidden challenges in knowledge distillation for online ranking systems
Closing Generative AI Summit, Nikhil's session will delve into the unique challenges of applying knowledge distillation techniques to optimize online ranking systems, exploring critical factors such as latency requirements, data sparsity, and the need to preserve ranking quality while reducing model complexity.