Masters Student · IISc Bengaluru
I pursued my undergraduate in Mathematics and Computing at the Indian Institute of Science (IISc), Bengaluru. I was fortunate to have been advised by Prof. Chiranjib Bhattacharyya during my B.Tech Project, and I am currently working under Prof. Chiranjib Bhattacharyya and Prof. Anant Raj on various topics. In particular, I am exploring performative prediction and the relationship between optimization algorithms, sampling & dynamical systems.
My research interests lie in machine learning, optimization, statistics, and control theory. While my interests and work are primarily theoretical, I actively engage with ML applications through internships and collaborations. The primary goal is to solve real-world problems while also contributing to the theoretical understanding of ML.
News
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Teaching
Helping Prof. Anant Raj with the graduate course on E0 232 — Probability and Statistics. [Aug-Dec 2026]
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Award
Awarded the Dr. Ubrani and Lakshmi Venkataram Travel Grant by ODAA. [May 2026]
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ICML 2026
Our work Blending Neural Control Density Functions for Stabilization and Safety was accepted at ICML 2026. [May 2026]
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Teaching
Helping Prof. Aditya Gopalan and Shishir N. Y. Kolathaya with the undergraduate course on UMC 203 — Introduction to Artificial Intelligence and Machine Learning. [Jan-May 2026]
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Internship
Joined HP Inc. (AI Research) under Niranjan Damera Venkata. [May-Jul 2025]
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Teaching
Helped Prof. Chiranjib Bhattacharyya and Shishir N. Y. Kolathaya with the undergraduate course on UMC 203 — Introduction to Artificial Intelligence and Machine Learning. [Jan-Apr 2025]
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Poster
Invited to present a poster of our coursework project on SoccArt (Soccer Game Analysis) at CASML 2024.
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Internship
Joined RedTree.ai (London-based startup) as an AI Research Intern. [May-Jul 2024]
>>I am from Nepal and no, I have not yet climbed sagarmatha but I do hope to climb one day.
>>I quite enjoy teaching and actively give talks around the papers and problems I have been working on.
>>Outside work, I like movies a lot and believe films are fantastic way of story telling. I can speak multiple languages including Nepali, Maithali, English and Hindi. I am currently trying to learn Mandarin.
>>Please do not hesitate to contact me if you have any doubts or questions about my work, code, or any exciting problem statements. I am always open to discussions and collaborations.