I am a Ph.D. candidate at Yale University, where I am very fortunate to be advised by Amin Karbasi and Manolis Zampetakis.
I study machine learning algorithms, especially in contexts where their data is corrupted due to structured errors, societal biases, and adversarial manipulations. My work designs algorithms with desirable properties, like robustness, fairness, and efficiency, and analyzes existing algorithms for inherent limitations and susceptibility to manipulation.
Apart from Yale, I have also worked on machine learning at Microsoft Research and EPFL among other institutions. At IIT Kanpur, I received the Sri Binay Kumar Sinha Award for the best undergraduate project addressing a societal problem and represented IIT Kanpur at the ICPC World Final.