CV  /  Publications  /  Dissertation

I am a Senior Researcher at Microsoft Research, where I develop theoretically grounded methods for causal and representation learning in complex biological systems. More broadly, my research draws on causal inference, deep generative modeling, Bayesian nonparametrics, and structured temporal models to advance our understanding of biology and medicine.

• Mechanisms Matter: Transportability of Cellular Perturbation Effects (2026 Workshop on Generative and Agentic AI for Biology (ICML 2026))
• Scalable Universal T-Cell Receptor Embeddings from Adaptive Immune Repertoires (ICLR 2025)
• AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires (MLHC 2023)
• Hawkes Process with Flexible Triggering Kernels (MLHC 2023)
• Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations (UAI 2022)

Highlights