Udbhav Bamba
Applied Scientist II at Amazon Lab126
Bengaluru, Karnataka, India
Summary
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Senior🎓
Top SchoolUdbhav Bamba is an Applied Scientist II with eight years of experience building and deploying deep learning systems, currently working at Amazon Lab126 in Bengaluru. Trained in an Integrated M.Tech in Mathematics and Computing from IIT(ISM) Dhanbad, he specializes in computer vision, efficient neural networks, and multimodal learning spanning NLP and vision. His work at Amazon includes distilling knowledge from multimodal models into CNNs—published at AMLC—and productionizing BERT-based moderation systems, showing a mix of research rigor and product impact. He has research experience from Mila and co-founded a research lab, demonstrating initiative in both academic and startup-like environments. A Kaggle Competitions Master and avid practitioner, he couples competitive problem-solving with a practical focus on memory and latency optimizations for real-world systems.
8 years of coding experience
5 years of employment as a software developer
Integrated Master of Technology Mathematics and Computer Science, Integrated Master of Technology Mathematics and Computer Science at Indian Institute of Technology (Indian School of Mines), Dhanbad
Github Skills (54)
pytorch10
python10
machine-learning10
deep-learning10
tensorflow10
natural-language-processing10
transformer10
speech-recognition10
nlp10
transformers9
statistics9
language-model9
cs231n9
bert9
jax9
Programming languages (3)
Github contributions (5)
ubamba98/Machine_Learning-AndrewNg
Dec 2017 - Oct 2018
Contributions:26 commits, 24 pushes, 1 branch in 9 months
ubamba98/CS231n-2019
May 2019 - Jul 2019
Notes and assignment solution to http://cs231n.stanford.edu
Contributions:21 commits, 1 PR, 20 pushes in 2 months
stanfordnotesdeep-learningstanford-cs231ncomputer-vision
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