I write code that writes code. I am a Machine Learning researcher and an artist.
Research Associate - Google AI
Research Assistant - Machine learning Lab, IIIT-H
I'm an MS student at IIIT Hyderabad, where I work on improving Deep Learning Optimization and Reinforcement Learning with the help of Differential Privacy.
I'm a research scientist at OpenMined, where I work on building individual Differential Privacy for general-purpose infrastructure to protect scientific data under study. I also lead Differential Privacy R&D at OpenMined.
I'm fascinated by learning algorithms, representations, and capturing the meaning of everyday interactions. I enjoy working with abstract math and art. I love to spend my time painting, reading, and coding.
Deep Learning Optimization
Tackling non-convex optimization via regularization and manifold theory.
Bringing computational privacy into the picture to make private data freely available for good use.
Optimizing machines to learn to thrive in rich domains from scratch.
Finding the right mechanism to interpret real-world problems and finding optimal strategies with the help of equilibria.
Differential Privacy R&D Lead, 2020
BTech + MS in CS
2016 - 2020
Machine Learning Intern
TCS Research Labs
ML Research Intern