I am currently working on AI research agents for long-horizon autonomy over heterogeneous data.
Previously, I earned my PhD in Computer Science at UC Berkeley's RISELab, researching ML development automation.
Updates
Our applied machine learning literature survey on How Developers Iterate on Machine Learning Workflows was presented at the KDD IDEA Workshop.
Our work on Active Learning in Heterogeneous Information Networks has been accepted at ICDM 18. See you in Singapore!
Our vision paper Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities was presented at the SIGMOD DEEM Workshop.