Karthigeyan

Mathematical modelling | Nvidia Isaac Sim and Jetson Expert | VSLAM and Foundational models

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Karthigeyan Ganesh Shankar
Lead Engineer - Autonomy @ Ati Motors
Master's in Simulation Sciences
RWTH Aachen, Germany
Friend@Shire:~$

Introduction

Vanakkam 🙏 (Greetings in Tamil),

I started my professional journey with core mechanical disciplines, finding my foot in fluid simulations with sufficient mathematical training. Delving deeper, I took up an interesting challenge of designing kinetic equations (mesoscopic) for unemployment using transport equations as my master's thesis.

My journey took an unexpected turn as I explored non-technical roles - from Community and Growth Manager to Customer Success Engineer, eventually becoming the Head of Growth. After a year of valuable experience, I found my true calling at Ati Motors, where I pursue my passion for advancing technology to benefit humanity. I have worked on different technical verticals at Ati:

  • Create a clean simulation-first software validation and regression framework.
  • Develop an end-to-end operating system upgradation framework for our custom ARM machines based off Nvidia Jetson SoM.
  • Integrate several auxillary devices and peripherals (CAN, HMI, Load Cell) with the robot all the way to a decentralised decision-making fleet management system.
  • Mature the Isaac Sim pipeline to cleanly integrate with Ati's stack and help accelerate the software development and validation cycles.
  • Kickstart the thread on General navigation models which are foundational and pave the way to VSLAM methods.

Current Focus

  • Working on bridging the gap between robotics simulations and reality. Using Nvidia Isaac Sim, we are creating highly accurate digital twins of our robots and their operational environments, translating real-world scenarios into precise simulation frameworks.
  • Leading concentrated research efforts to create millimeter accuracy reconstructions of warehouse environments and integrate state-of-the-art Visual SLAM algorithms for robust navigation.

Personal Traits

  • I find peace in solitude during my time off work – after all one's mind is one's greatest company
  • Active listener who values thoughtful communication
  • Writing is my preferred medium of expression
  • Healthy boundaries and respect for others' privacy
  • Curiosity driven more by internal reflection than external validation
  • Cherish memories above material possessions
  • Approach challenges with humor and thrive when I am most challenged. All my past work is a testament for that.

Core Principles

  • Vegetarian lifestyle
  • Value punctuality and others' time
  • Practice mindful communication both online and offline
  • Reflect deeply on the consequences of my actions
  • Share only positive and constructive content on social media

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