Satpal Rathore
Founder at FPV Labs
India
Summary
👤
Senior🎓
Top SchoolSatpal Rathore is a founder and machine learning engineer with eight years of experience and five focused on applied AI in startups, building end-to-end ML systems from research to production. He has deep hands-on expertise in Python, PyTorch, model optimization (ONNX, quantization, OpenVINO), and cloud/MLOps on AWS, and has deployed solutions ranging from serverless GPU setups to Dockerized edge models. His recent work includes a deployed self-checkout computer vision system and a perception pipeline for 6D pose estimation that enabled autonomous robotic dish picking, supported by synthetic-data generation in Blender. Satpal has a pattern of shipping practical products and exits—he built a chat-with-websites Chrome extension that was acquired—and actively participates in Hugging Face events, shipping Gradio webapps for grammar correction and image generation. Based in India, he combines research-level AR/VR training from IIT Jodhpur with an operator’s focus on deployment, monitoring, and continual model improvement.
8 years of coding experience
2 years of employment as a software developer
Master's degree, AR & VR, Master's degree, AR & VR at Indian Institute of Technology JodhpurBachelor of Engineering - BE, Electrical Engineering, Bachelor of Engineering - BE, Electrical Engineering at M.B.M. Engineering College, Jodhpur
Stackoverflow
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Github Skills (200)
transformers10
language-model10
python10
image-processing10
diffusion-models10
transformer-models10
deep-learning10
image-generation10
gpu10
compression10
tflite10
optimization10
face10
yolov510
distributed-training10
Programming languages (6)
Github contributions (5)
satpalsr/gpt-neox
Oct 2021 - Apr 2023
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
Contributions:16 pushes, 4 branches in 1 year 5 months
pytorchtransformersdeepspeedmodel-parallelparallel
satpalsr/DeepSpeed
Nov 2021 - Mar 2023
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
Contributions:1 PR, 3 pushes, 1 branch in 1 year 4 months
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