Jitendra Singh Tomar

About Jitendra Singh Tomar

Collaborate with product marketing teams to identify business opportunities and develop strategies for power and performance system studies.+ Collaborate with customers and publish research/white papers on key AI inference performance improvements based on CPU, GPU, NPU and memory system studies.+ Monitor AI PC market trends and explore emerging AI benchmarks, deep learning analytical tools+ Explore analysis tools and methodologies to measure AI inferencing performance metrics and to estimate potential for system efficiency improvements+ Explore LLMs, stable diffusion, AI benchmarks, deep learning models and micro benchmarks for system architecture level studies+ Engage with customers (e.g. Qualcomm, Microsoft, Lenovo, Dell etc.) to understand their expectations from memory (DRAM).+ Develop system architecture performance/ Watt efficiency improvements scenarios for AI inferencing (LLMs, Deep Learning, AI workloads etc.), where memory can play a crucial role+ Gain insights into latest AI performance benchmarking methodologies and tools usedQualcomm Experience -+ Leading customer engineering IoT power/thermal activities across various business segments (wearables, connected camera, smart cities, robotics, smart speakers etc.)+ Debugging IoT Power/thermal issues on various customer devices as well as on QC devices+ Though understating of power/thermal issues debugging process+ Drive SoC power deliverables from customer engineering point of view+ prepare new power features/chipsets power/thermal related documentation for various customers+ Deliver power/thermal related trainings to various global customers (Amazon, Zebra, Google etc.)+ Work with customers for power optimization requests and tune power/thermal parameters on customer devices to achieve maximum battery life+ Co-ordinate among various OEM/ODMs and internal teams to help customer achieve goals+ Hands on understanding of Snapdragon SoCs power management concepts (Suspend / Resume, CPU idle, CPU hot plug, Power collapse, Power gating/ Clock gating etc.)+ Analysis and debugging of SoC power issues with power waveforms, breakdowns analysis along with deep dive of various system logs (Ftrace, full dumps, crash dumps, logcat, dmesg etc.)+ Extensive experience on Power Optimization and software Thermal Management of millions of mA+ Understanding of Linux DCVS, CPUFreq, CPUGovernor, CPUBW, FTrace, Systrace, WPA

Experience

1. Principal Engineer

   Micron Technology

   Jun 2024 — Present · Hyderabad, IN

Education

• IIIT Hyderabad

  Professional Course, Machine Learning

  2018 — 2018

• LNCT Bhopal

  Bachelor of Engineering - BE, Electronics & communication

  2004 — 2008

• Devi Ahilya Vishwavidyalaya, Indore

  Master of Technology - MTech, Embedded System

  2010 — 2012

Skills

• Perl
• Embedded C
• C++
• Unix Shell Scripting
• Linux
• Set Top Box
• C
• Android
• Gnu Make
• Virtualbox
• Sockets
• Android Test Framewors and Automation
• Embedded Systems
• Embedded Software
• Jtag
• Mobile Battery Power Optimizations
• Lte
• Debugging
• Rtos
• Testing
• Programming
• Python
• Modem Testing
• Machine Learning
• Wcdma
• Volte