Nithin Ramesan
Staff Engineer at Qualcomm
California, United States
Summary
👤
Senior🎓
Top SchoolNithin Ramesan is a Staff Engineer at Qualcomm AI Research specializing in resource-constrained and efficient fine-tuning techniques for large language and vision models. With 11 years of experience bridging theory and practice, he previously led systems efforts on ML accelerator co-design, quantization toolchains, and on-device training for 5G modems. He holds a PhD in ECE from UT Austin where his dissertation under François Baccelli applied stochastic geometry and applied probability to wireless systems and epidemic-style models. Nithin combines deep mathematical instincts—he describes himself succinctly on GitHub as “I like math”—with hands-on systems engineering to squeeze performance from constrained hardware. His background uniquely blends rigorous research, practical ML optimization, and embedded systems work, enabling production-ready ML on edge devices. Based in California, he focuses on turning principled algorithms into efficient, deployable ML stacks.
11 years of coding experience
8 years of employment as a software developer
Indian Institute of Technology MadrasDoctor of Philosophy - PhD Electrical and Computer Engineering, Doctor of Philosophy - PhD Electrical and Computer Engineering at The University of Texas at AustinArsha Vidya MandirChettinad Vidyashram
English, Tamil, Hindi
Stackoverflow
1reputation
43reached
0answers
1question
Github Skills (3)
pointer6
copying6
structures6
Programming languages (1)
Github contributions (5)
nithin047/hello-world
Feb 2015 - Sep 2019
Contributions:2 PRs, 3 pushes, 1 branch in 4 years 8 months
nithin047/project_euler
Sep 2019 - Nov 2023
Contributions:5 pushes, 1 branch in 4 years 3 months
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