👋 Hi, I’m Vaibhav Balloli, a Ph.D. student at Realaize Lab with Prof. Elizabeth Bondi-Kelly at the University of Michigan, Ann Arbor. I’m broadly interested in the intersection of sequential decision making and multi-agent systems with applications that focus on benefitting the society. Previously, I was a Research Fellow at Microsoft Research India, I’ve worked on HAMS, Project Vasudha and Project VeLLM. I’m a proponent of Open Source and also pretty active in developing in and contributing to Open Source, so do checkout my work on my GitHub.
- Multi Agent Systems
- Sequential Decision Making
- AI for Social Good
Ph.D. student, 2023
University of Michigan
B.E. in Electronics and Communication Engineering, 2020
BITS Pilani, Hyderabad Campus
Recent News
May 2024: One paper accepted at IJCAI'24 Human-Centered AI Track (<5% Acceptance Rate)!
April 2024: One paper accepted at CV4Animals Workshop at CVPR 2024!
April 2024: Second place in Google x MHacks Hackathon (Team: Me, Prize: $1500) for building the next generation package management in the age of Generative AI.
September 2023: One paper accepted at NeurIPS 2023!
August 2023: Joined UMich, as a Ph.D. student!
Experience
Projects:
- HAMS - Automated License Testing (AI for Social Good)
- Vasudha -
EnCortexpackage that provides optimization and decision making for improving sustainability of energy producers. (Currently integrated as a product at Energy & Mobility, Microsoft) - VeLLM - Improving multilingual capabilities of Black-box LLMs.
Featured Publications
Recent Publications
Projects
NFNets and Adaptive Gradient Clipping
Implementation of the DeepMind paper in PyTorch with the models and a pytorch optimizer wrapper for AGC.
Vasudha
Optimization Framework for New-generation renewable energy producers
VeLLM
Project VeLLM at MSR India aims to empower everyone, no matter what language they speak, with the transformative power of Generative AI