Current Role at Stanford
I'm currently working as a staff research scientist in the Shah Lab and research scientist at Snorkel AI. My interests fall in the intersection of computer science and medical informatics. My research interests include:<br/><br/>• Machine learning with limited labeled data, e.g., weak supervision, self-supervision, and few-shot learning.<br/>• Multimodal learning, e.g., combining text, imaging, video and electronic health record data for improving clinical outcome prediction <br/>• Human-in-the-loop machine learning systems.<br/>• Knowledge graphs and their use in improving representation learning