Sachin Kumawat

About Sachin Kumawat

As an Engineer and Researcher, I build high‑performance AI systems at the intersection of compilers, runtimes, and heterogeneous compute—turning ML research into reliable, fast, and efficient products on real hardware like NPUs, FPGAs and GPUs with prior experience delivering FPGA acceleration for data analytics and pattern matching at production scale, Outside work, I like to sketch, play Tennis, go for a swim and play my guitar to cherish the wonderful moments of this fleeting life, occasionally getting lost in astrophysics and the latest in electronics!Feel free to connect or start a conversation at s••••••••@gmail.com

Experience

1. Member of Technical Staff, Ryzen Ai Sw

   AMD

   Dec 2021 — Present · San Jose, CA, US

   Core member of the team accelerating local AI applications like Chatbots-AI assistants using proprietary LLMs, image editing/enhancements, Speech recognition with ASR models, Visions Transformers and Automotive Driving Assistance, etc on AMD NPUs and Custom embedded Platforms for production and large scale deployments on Windows Copilot+ PCs. Utilizing advanced inference techniques for low latency Model serving in constrained Power and Memory budget environments of Mobile platforms.

Education

• Indian Institute of Technology, Guwahati

  Bachelor of Technology (B.Tech.), Electronics and Communication Engineering, Computer Science and Engineering (Minor)

  2010 — 2014

• University of California, Davis

  Master of Science - MS, Electrical and Computer Engineering

  2015 — 2017

Skills

• Fpga
• Computer Architecture
• Asic
• Xilinx Vivado
• Verilog
• Vlsi Cad
• Python
• Intel Opencl Sdk
• Vhdl
• Wireless Communications Systems
• Latex
• Text Mining
• Perl
• Embedded Systems
• Intel Quartus Prime
• Machine Learning
• Linux
• Synopsis Design Compiler
• Opencl
• Algorithms
• Vlsi
• Cadence Virtuoso
• Caffe: Deep Learning Framework
• C++
• C
• Cuda
• Xilinx Ise
• Research
• Regular Expressions
• Xml
• Matlab