Aditya Annavajjala

Georgia Institute of Technology

I’m a graduate student at Georgia Tech, advised by Prof. Alexey Tumanov at the Systems for Artificial Intelligence Lab (SAIL). At Georgia Tech, I work on efficient training of large vision and language models to enable cost effective deployment across diverse scenarios. I also work on robust and efficient representation learning.

In the past, I was a Research Fellow & Machine Learning Scientist at the Wadhwani Institute for Artificial Intelligence where I primarily worked on estimating newborn anthropometry using monocular video. I also played a pivotal role in drafing data privacy guidelines, best practices, and helping establish ML infrastructure.

In a previous life, as an undergraduate student at BITS Pilani, I worked on distributed algorithms, specifically on scaling clustering algorithms to billion scale data

I am honoured to be a young researcher at Heidelberg Laureate Forum 2023. My work has previously been featured in MIT Technology Review. My work has also been the recipient of grants from the Bill & Melinda Gates Foundation and won Fast Company’s World Changing Idea award in 2021

Note: My full legal name is "S... Aditya Sarma, Annavajjala" (Given Name, Last Name). My last name in my undergrad was incorrectly noted as Sarma so my prior publications (2019 and earlier) have my name as "Aditya Sarma".
My preferred name is "Aditya Annavajjala"

news

Sep 2023 Selected to attend ICCV 2023 in Paris, France as a Student Volunteer
Jun 2023 Spent the summer doing research at Georgia Tech and helped manage 1200 research nodes across the College of Computing
May 2023 Submitted 1x papers to NeurIPS 2023, 1x paper to WACV 2024 and 1x paper to AAAI 2024.
May 2023 Selected as a young researcher (1/200 worldwide) to attend the Heidelberg Laureate Forum
Dec 2022 Received a compute grant worth $8K USD through the PACE Student HPC Innovation Program (PACESHIP) at Georgia Tech
Nov 2022 Received the Anne Robinson Clough Scholarship for International Students, Georgia Tech to attend NeurIPS 2021, New Orleans
Aug 2022 Completed internship at Amazon. Received a return offer!
May 2022 Started internship as Applied Scientist II (Level 5) at Amazon
Aug 2021 Started graduate school at Georgia Tech! I’ll be working at the intersection of Systems and ML at the SAIL@GT lab
Aug 2021 Last day at Wadhwani AI. ‘twas a good ride!
May 2021 My work at Wadhwani AI won the FastCompany Best World Changing Idea (APAC) 2021, a $4M USD grant from the Bill & Melinda Gates Foundation and qualified for the $5M USD IBM AI XPrize
Mar 2021 Served on the Program Committee for AI for Public Health, ICLR ‘21
Jan 2020 Gave an invited talk as part of Alumni Research Talks at BITS Pilani
Nov 2019 Visited Perceiving Systems, Max Planck Institute of Intelligent Systems, for a research collaboration. Gave a talk about our work at Wadhwani AI

publications

2023
drawing
FedOdin: Federated Learning For Efficient On-Device Inference
Alind Khare, Animesh Agrawal, A. Annavajjala, Hugo Latapie, Myungjin Lee, Alexey Tumanov
(Under review)
drawing
NurtureNet: A Multi-task Video-based Approach for Newborn Anthropometry
Y. Khandelwal, M. Arvind, A. Gupta, S. Kumar, P. Bagad, A. Madan, M. Lunayach, A. Annavajjala, A. Maiti, S. Jain, A. Dalmia, N. Deka, J. White, J. Doshi, A. Kanazawa, R. Panicker, A. Raval, S. Rana, M. Tapaswi
(Manuscript)
2019
drawing
Aditya Sarma, Poonam Goyal, Sonal Kumari, Anand Wani, Jagat Sesh Challa, Saiyedul Islam, Navneet Goyal
IEEE CLUSTER 2019

Projects

drawing
Aditya Annavajjala, Shreyas M. Patil, Ashlyn D'Souza, Akash Nandi
(Technical Report)
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Aditya Annavajjala, George Stoica, Ketaki Jain, Chiraag Kaushik
(Technical Report)
drawing
Aditya Annavajjala, Ayushi Mathur, Poojita Garg
(Technical Report)
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Aditya Annavajjala, Sourish Dhekene, Pranav Guruprasad
(Paper Presentation)
drawing
Aditya, Adwait, Saranya, Mihir, Tejas
(Technical Report)


experience

Amazon

Amazon
Wadhwani AI

Wadhwani AI
IISc

Indian Institute of Science

GSoC

Google Summer of Code
Apache Software Foundation

Apache Software Foundation
BITS

Commerce IQ
formerly Boomerang Commerce


education

GT

Georgia Institute of Technology
BITS

Birla Institute of Technology and Science
The best way to reach me is through email.