Dipesh Tamboli
Research Scientist at Meta
Menlo Park, California, United States
Summary
👤
Senior🎓
Top SchoolDipesh Tamboli is a research scientist and PhD candidate specializing in federated learning, with eight years of experience applying machine learning, deep learning, and computer vision across academia and industry. Trained at IIT Bombay and now at Purdue, he has delivered applied ML solutions at Amazon Robotics and completed research internships at Meta and IISc, bridging theoretical research with production-focused robotics systems. His work spans self-driving path planning, model visualization via adversarial reconstruction, and scalable federated learning—demonstrating a knack for turning complex research into practical engineering. Based in Menlo Park, he combines strong academic credentials (4.0 PhD coursework) with hands-on product impact in large tech environments, often operating at the intersection of perception and systems.
8 years of coding experience
4 years of employment as a software developer
Indian Institute of Technology BombayDoctor of Philosophy - PhD, Federated Learning, 4.0/4.0, Doctor of Philosophy - PhD, Federated Learning, 4.0/4.0 at Purdue UniversityIntermediate, Intermediate at Jawahar Navodaya Vidyalaya (JNV)
Github Skills (48)
efficientnet8
backbone8
metric-learning8
datasets8
image-retrieval8
resnet8
speech8
evaluation7
baseline7
xception7
multiclass-classification7
computer-vision7
nlp7
visual-recognition6
deep-learning6
Programming languages (2)
Github contributions (5)
Dipeshtamboli/GAN_for_clothes
Apr 2020 - Apr 2020
Contributions:36 commits, 5 pushes, 1 branch in 8 days
Dipeshtamboli/fedvision_noniid
Feb 2022 - May 2022
Contributions:184 pushes, 1 branch in 3 months
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