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About me

Mrukant Popat

Thank you for visiting my blog. I am an Engineering leader working in tech for about two decades now. A lot of work on AI / ML, Embedded Systems, Linux kernel, firmware, application software, Backend / server side, web and mobile. I have experience working on both client and server side architectures end-to-end. I like to read and write on OS (operating systems), Linux kernel and AI / ML. Most of my blogs are related to these technologies applied to various verticals where I have worked like media ( Audio / Video ), Automotive, SDWAN, IoT and Robotics. Thanks again and please provide your feedback in the form of comments.
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Recent Posts

  • Robot Economics: When Do Robots Beat Humans? ROI GuideMay 5, 2026
  • πŸš€ NVIDIA Vera Rubin Superchip: From GTC 2026 to AI FactoriesMarch 23, 2026
  • Media security, transport, decode and renderFebruary 25, 2026
  • NVIDIA GPU Deep Dive : Tensor and Ray Tracing CoresMay 8, 2025
  • Deep Dive into GPU Compute HierarchyMay 1, 2025
  • βœ… Introduction to NVIDIA GPU Architecture: Hierarchy, Cores, and ParallelismApril 22, 2025
  • πŸ”„ Google’s Agent2Agent (A2A) Protocol: A New Era of AI Agent InteroperabilityApril 9, 2025
  • Timeline from Transformers to LLMs and Agentic AIMarch 11, 2025
  • A Deep Dive into PyTorch’s GPU Memory ManagementSeptember 3, 2024
  • πŸš€ The Evolution of YOLO πŸš€August 27, 2024
  • Basic Machine Learning Optimization AlgorithmsJuly 6, 2024
  • Hand written notes on Neural Networks and ML course by Andrew NgJune 25, 2024
  • How to Compile Linux kernelApril 4, 2024
  • Rust Programming Language learning roadmapMarch 26, 2024
  • BERYL – new breakthrough Acoustic Echo Cancellation by MetaMarch 22, 2024
  • Demystifying WebRTCMarch 21, 2024
  • How to succeed at workMarch 7, 2024
  • NTP – Network Time ProtocolMarch 6, 2024
  • My car has a digital twin !February 26, 2024
  • How to (or not to) hireFebruary 21, 2024
  • IPv6 – NDP, SLAAC and static routingFebruary 20, 2024
  • Types of IPv6 addressesFebruary 15, 2024
  • What is Null and Alternative HypothesisDecember 12, 2023
  • Supervised Machine Learning for BeginnersNovember 24, 2023
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