Karthigeyan
Mathematical modelling | Nvidia Isaac Sim and Jetson Expert | VSLAM and Foundational models
Lead Engineer - Autonomy @ Ati Motors
Master's in Simulation Sciences
RWTH Aachen, Germany
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
latest posts
| Jul 05, 2025 | Keeping up with the technological tide |
|---|---|
| Mar 06, 2024 | Foundations of Reinforcement Learning - A Personal Journey |
| Nov 15, 2021 | Life's A Tape Recorder: Pause |