Headline

MLOps Engineer | Solution Engineering | 3D vision | Robot Learning | Edge AI

About

I build production-scale real-time inference systems — currently running a 760-camera, 34-edge-station pipeline processing hundreds of concurrent streams using NVIDIA DeepStream, TensorRT, and Kafka. Beyond production work, I'm building toward Physical AI: implemented a Vision-Language-Action model from scratch, replicated DreamerV3 world models for autonomous driving, and built 3D Gaussian Splatting with GPU vectorization. My focus is on the intersection of edge inference optimization and robot learning. Stack: TensorRT • DeepStream • TAO Toolkit • Kafka • Kubernetes • Docker • PyTorch • CUDA Currently targeting: Embedded AI inference roles and Physical AI / robot learning research positions.

Location

India

AI stack

antigravity

claude code

claude

deepseek

grok

hugging face

Work experience

MLOps Engineer at Vimaan, Aug 2026 - Present · 2 mos, Bengaluru

Computer Vision Engineer at Master Works, Jul 2024 - Aug 2026 · 2 yrs 2 mos, Hyderabad

AI/ML Developer at Farmoid Robotech Pvt Ltd, Jul 2023 - Sep 2023 · 3 mos, Bengaluru, Karnataka, India

Education

Pre University course, Rajiv Gandhi University of Knowledge Technologies, RKValley (RAC)

Bachelor of Engineering - BE, Electronics and communication engineering, Rajiv Gandhi University of Knowledge Technologies, RKValley (RAC)