Hi! I am a third-year Ph.D. student at Mila and Université de Montréal, advised by Prof. Aaron Courville and Prof. Laurent Charlin. I work on reinforcement learning for large language models, with a focus on test-time scaling and credit assignment for reasoning.

Previously, I spent two wonderful years as a Research Fellow at Microsoft Research India (MSRI), advised by Dr. Manish Gupta and Dr. Manik Varma, where I developed algorithms for large-scale retrieval that were deployed in Bing.

I graduated from BITS Pilani in 2021 with a Bachelor's in Computer Science and a Master's in Mathematics. For my Bachelor's thesis, I worked with Dr. Soumendu Sinha and Prof. Pratik Narang on utilizing computer vision for precision agriculture.

Posts
Research
Anirudh Buvanesh, Khaled Rouissi, Sujin Yun, Johan Obando-Ceron, Morgane M Moss, Samuel Lavoie, Michael Noukhovitch, Laurent Charlin†, Aaron Courville†
arXiv preprint, November 2026 pdf blog code
Jatin Prakash*, Anirudh Buvanesh*
arXiv preprint, October 2025 pdf blog code
Jatin Prakash*, Anirudh Buvanesh*, Bishal Santra, Deepak Saini, Sachin Yadav, Jian Jiao, Yashoteja Prabhu, Amit Sharma, Manik Varma
KDD 2025 pdf code
Sachin Yadav*, Deepak Saini*, Anirudh Buvanesh*, Bhawna Paliwal, Kunal Dahiya, Siddarth Asokan, Yashoteja Prabhu, Jian Jiao, Manik Varma
KDD 2024 pdf code
Anirudh Buvanesh*, Rahul Chand*, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma
ICLR 2024 pdf code
Anirudh Buvanesh*, Madhur Panwar*
ReScience C / NeurIPS 2022 Spotlight pdf code
Anirudh Buvanesh, Sumanta Pasari
IEEE ICCCNT 2021 pdf
Anirudh Buvanesh
Bachelor Thesis 2021 pdf