Abhishek Balasubramaniam
ADAS AI Software Engineer at Qualcomm
San Diego, California, United States
Summary
👤
Senior🎓
Top SchoolAbhishek Balasubramaniam is a Senior AI Solutions Engineer with nine years of experience building and deploying efficient deep learning models for resource-constrained autonomous systems. He specializes in quantization, mixed-precision pipelines (INT8/FP8/FP16), pruning and knowledge distillation, and co-designing model-to-accelerator mappings for real-time ADAS on Qualcomm SoCs. His work spans CNNs, Vision Transformers, LLMs, VLMs and diffusion models, and he has a track record of integrating perception stacks that meet ISO 26262 safety constraints. As a graduate researcher he delivered significant compression and energy-performance gains for 3D and 2D detection on embedded platforms and helped develop an optical PIM accelerator with dramatic throughput and energy-efficiency improvements. Now based in San Diego and pursuing a PhD at Colorado State University, he bridges cutting-edge research with production engineering to push low-power, failure-resilient perception for next-generation autonomous mobility.
9 years of coding experience
6 years of employment as a software developer
High School, Computer Science, High School, Computer Science at Chinmaya vidyalaya Higher Secondary SchoolDoctor of Philosophy - PhD, Electrical and Electronics Engineering, Doctor of Philosophy - PhD, Electrical and Electronics Engineering at Colorado State UniversityBachelor of Technology (B.Tech.), Mechatronics, Robotics, and Automation Engineering, 7.25/10, Bachelor of Technology (B.Tech.), Mechatronics, Robotics, and Automation Engineering, 7.25/10 at Hindustan University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (26)
python10
data-science10
machine-learning10
ml10
deep-learning10
tensorflow10
deep-neural-networks10
neural-network10
css6
responsive6
javascript5
optimizers4
model-compression4
keras4
html4
Programming languages (3)
Github contributions (5)
abhishekbalu/abhishekbalu.github.io
Oct 2018 - Jan 2023
Responsive website with Html/css/js
Contributions:105 commits, 4 PRs, 87 pushes in 4 years 3 months
css-jsresponsive-websitecssjavascripthtml-css-js
abhishekbalu/rosarduinomotorcontrol
Nov 2016 - Oct 2018
Contributions:2 pushes, 1 branch in 1 year 11 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.