Madhumitha Sakthi
Senior Engineer ADAS R&D at Qualcomm
California, United States
Summary
👤
Senior🎓
Top SchoolMadhumitha Sakthi is a Senior ADAS R&D Engineer at Qualcomm with nine years of experience developing deep learning perception systems for autonomous driving, specializing in multi-object multi-class tracking and multi-camera depth estimation. She holds a Ph.D. in Electrical and Computer Engineering from UT Austin, where her research produced adaptive radar acquisition algorithms and extreme model compression techniques that achieved large sample reductions and up to 35x compression with minimal accuracy loss. At Qualcomm she has translated academic advances into production-focused innovations—filed multiple patents and led work on transformer-based trackers, occlusion detection, and neural rendering for static scene reconstruction. Her background spans radar-aware object detection (DETR-Radar), video and compression analysis presented at CVPR workshops, and efficient ML for resource-constrained platforms, reflecting a rare blend of signal-processing rigor and practical deep learning engineering.
8 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD, Electrical and Computer Engineering, Doctor of Philosophy - PhD, Electrical and Computer Engineering at The University of Texas at AustinBachelor's degree, Electrical, Electronics and Communications Engineering, Bachelor's degree, Electrical, Electronics and Communications Engineering at SASTRA UNIVERSITYHigh school, Computer Science, High school, Computer Science at Bala vidya mandir senior secondary school, Adyar
German, English
Stackoverflow
11reputation
7kreached
2answers
0questions
Github Skills (20)
python10
data-science10
machine-learning10
ml10
deep-learning10
tensorflow10
neural-network10
deep-neural-networks9
computer-vision6
tf-slim6
object-detection5
surface5
depth-camera5
pytorch5
transformers4
Programming languages (3)
Github contributions (5)
Madhusakth/Adaptive-Radar-Acquisition
Oct 2021 - Oct 2021
Contributions:9 commits, 1 push, 1 branch in 6 days
Madhusakth/Madhusakth
Jan 2021 - Aug 2023
Contributions:62 pushes, 1 branch in 2 years 8 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.