Sumit Mamtani

Pronouns: he/him

Researcher, Walmart

  • Joined May 2025

Names

Sumit Mamtani (Preferred)

Emails

****@nyu.edu (Confirmed)

Personal Links

Career & Education History

Researcher
Walmart (walmart.com)
2022 – Present
 
MS student
Computer and Information Sciences, New York University (nyu.edu)
2021 – 2022
 
Undergrad student
Computer Science and Engineering, Indian Institute of Technology, Hyderabad (iith.ac.in)
2015 – 2019
 

Advisors, Relations & Conflicts

Coworker
2018 – Present
 
Coauthor
2018 – 2019
 

Expertise

Federated learning, privacy-preserving machine learning, distributed training, edge AI
2023 – 2030
 
Generative models, diffusion models, GANs, image generation, text-to-image synthesis
2022 – 2030
 
Multimodal learning, vision-language models, image captioning, CLIP, cross-modal retrieval
2021 – 2030
 
Natural language processing, large language models, GPT, transformers, text generation
2020 – 2030
 
Machine learning systems, model optimization, scalable training, inference efficiency
2020 – 2030
 
Computer vision, deep learning, Neural networks, image classification, object detection, visual recognition
2017 – 2030