hi, i'm Mohindar Amarnadh , a Master’s in Computer Science graduate from Wright State University with 5+ years of experience in machine learning engineering, model optimization, and GPU-accelerated systems. My focus is on building and scaling ML platforms that make training and inference faster, more efficient, and ready for production.
At PTC, I optimized LLM inference pipelines across NVIDIA A100/H100 GPUs using CUDA, Triton, and vLLM—reducing latency by 35% and improving throughput for 7B+ parameter models. I contributed to compiler-level performance tuning (GGML/GGUF, TensorRT) and enabled cross-architecture inference across x86, CUDA, and Metal, improving model execution efficiency.
i am also an open-source enthusiast and maintainer. i learned a lot from the open-source community and i love things like how GPU's work and making then even more efficient by using optimization techniques.
Currently ,i am looking for a Job as Software Engineer – AI Systems & GPU Optimization
- 📝 follow my Blog's and Articles for more GPU stuff in, Medium and Linkedin
- 💼 any freelance work? do reach, email :)
- 💬 ask me about anything, i am happy to help;
languages and tools:
📊 this week i spent my time on:
LLM's 15 hrs 56 mins ██████████████████░░░░░░░ 64.53 %
CUDA 6 hrs 1 min ██████▓░░░░░░░░░░░░░░░░░░ 23.08 %
GPU 5 hrs 20 min ██████▓░░░░░░░░░░░░░░░░░░ 20.08 %
Python 2 hrs ██░░░░░░░░░░░░░░░░░░░░░░░ 8.10 %
ML/AI 1hrs 15 min █░░░░░░░░░░░░░░░░░░░░░░░░ 4.16 %
Analytics 1 min ░░░░░░░░░░░░░░░░░░░░░░░░░ 00.13 %
if you like what i do, maybe consider buying me a coffee/tea 🥺👉👈
🚧 my todoist stats:
🏆 Become a AI or GPU Optimzation Engineer ...
🌸 Engage in research activities
✅ Long way to go
⏳ Longest streak is 11 days
Explore as much as you can! Thanks for visiting and come back soon .✌️