Shubham
Senior Software Engineer at Arm
Cambridge, England, United Kingdom
Summary
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Senior🎓
Top SchoolShubham is a Senior Software Engineer based in Cambridge with five years of experience focused on machine learning compiler technology at Arm, progressing from graduate rotations to his current role. He has hands-on expertise optimizing inference for 8-bit quantized CNNs on Arm Ethos-N NPUs and applying TensorFlow Model Optimization techniques to make ML models production-ready. His background includes industrial research with Amazon on extreme classification and an algorithmic research internship on faster graph matching, reflecting a blend of applied ML, compiler work, and algorithmic rigor. Comfortable moving between low-level driver stacks and higher-level model optimizations, he brings practical experience turning research ideas into performant deployment paths for edge ML.
5 years of coding experience
3 years of employment as a software developer
Master of Science - MSc Data Science, Master of Science - MSc Data Science at The University of EdinburghHigh School, High School at St. Johns SchoolBachelor of Technology - BTech Information Technology, Bachelor of Technology - BTech Information Technology at Vellore Institute of TechnologySecondary High School, Secondary High School at Sunbeam School Varanasi
English, HindiProgramming languages (1)
Github contributions (1)
ARM-software/ethos-n-driver-stack
Feb 2021 - Nov 2022
Driver stack (including user space libraries, kernel module and firmware) for the Arm® Ethos™-N NPU
Contributions:27 commits, 1 push, 1 branch in 1 year 9 months
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