Vinoth Kumar Sekar
Electrical & Embedded Systems Engineer · Modeling, Simulation and GPU Computing
From transformer windings to CUDA kernels — 16+ years of engineering that has to work on real hardware.
Electrical engineering fundamentals earned designing power equipment to IS/BS standards, then sixteen years of modeling, simulation and real-time systems — industrial machine vision, medical imaging, automotive ADAS — and a year authoring and reviewing GPU-programming evaluations for frontier AI models.
What I'm working on
Live from the commit history, refreshed every fifteen minutes.
4,971 commits across 176 private repositories.
30% of them went into platform & business applications and web platforms & sites.
Most of the work is about infrastructure & deployment, native apps and testing & quality.
Six domains, one continuous thread
An unbroken record from 2008: each move added a layer rather than replacing one. The overlap in 2024–25 is the Turing evaluation contract running alongside, and then after, the ADAS role.
- Design EngineerPS Electricals2008–2010
- Robotics Development & TrainingHobbyRobots2010–2012
- Embedded EngineerMirror Technologies2012–2015
- Senior Software EngineerAppasamy Associates2015–2022
- Technical LeadPathPartner Technologies2022 – Aug 2024
- Independent platform workSelf-directed2023 – present
- CUDA-EVALTuringJul 2024 – Aug 2025
- Industrial chiller platformSelf-directedOct 2025 – Mar 2026
- GIS & navigation platformSelf-directedMay – Jul 2026
The detail, a page at a time
This page is the short version. Each door below opens the long one.
About
Electrical fundamentals earned on real equipment, then sixteen years of modeling, simulation and real-time systems — and what that combination is actually good for.
Career
Six domains without a break since 2008: power equipment, robotics training, industrial vision, medical imaging, automotive ADAS, AI evaluation — with the formal grounding underneath.
Selected work
The projects that shipped, the ones that needed something invented, the ones that turned into products, and the peer-reviewed paper.
AI training & evaluation
A year authoring and reviewing GPU-programming evaluations for frontier models: problem design, validated reference solutions, objective acceptance criteria, peer review.
Independent work
What I have been building on my own account, what is on the bench right now, and the code record behind it — counted, grouped, and unnamed.
Work in 3D
Twenty-six interactive demonstrations covering the whole record. Twelve WebGL scenes with all geometry generated in the browser, plus one live plant schematic.
Skills
Self-assessed proficiency against real production use, with the number of years each one has been in my working set.
Get in touch
Open to senior and lead roles, and to contract work in simulation, modeling and AI evaluation. Mail reaches me directly; there is no agency in between.