His research interests span artificial intelligence and data systems and he has a wide range of projects including:
large language models (LLMs) that interact with external systems (e.g. tool use, RAG, LLM agents, long context windows)
system support for large language model deployment (e.g. inference, serving, RAG, batch)
large model finetuning
machine learning on edge devices
new approaches to cloud computing
accelerated deep learning for high-resolution computer vision
software platforms for autonomous vehicles