Manpreet Singh
Sr FPGA Engineer at Chicago Trading Company
Austin, Texas, United States
Summary
👤
Senior🎓
Top SchoolManpreet Minhas is a Senior Deep Learning Research Engineer with eight years of experience building computer vision and NLP systems that move from research to real-world impact. He has led projects spanning anomaly detection, segmentation, object detection and tracking, and information retrieval, and has a demonstrated knack for compact, high-performing models (e.g., AnoNet’s 65k-parameter architecture achieving SOTA anomaly detection). Comfortable across PyTorch, TensorFlow, HuggingFace and production languages like Python and Rust, he also experiments with generative AI, LLMs/VLMs and vector databases to bridge research and applied products. His background combines a strong academic foundation (Master’s in Deep Learning and Computer Vision, University of Waterloo) with industry experience at Zefr and Fugro, and past work deploying automated redaction and road-crack detection systems. He publishes and communicates ideas (Towards Data Science author), indicating an ability to translate technical advances for broader audiences. Based in Toronto, he’s focused on practical, efficient ML solutions that scale beyond the lab.
8 years of coding experience
10 years of employment as a software developer
B. Tech, Electronics and Communication Engg., B. Tech, Electronics and Communication Engg. at National Institute of Technology KurukshetraM.A.Sc, Circuits and Systems, FPGA, M.A.Sc, Circuits and Systems, FPGA at University of Waterloo
English, Hindi, Punjabi
Github Skills (111)
python10
model-management10
resolver10
deep-learning10
gpu10
mlflow10
editor10
ai10
artificial-intelligence10
electron10
semantic-segmentation10
typescript10
dvc10
pytorch10
lifecycle10
Programming languages (5)
Github contributions (5)
msminhas93/FabricDefect
Apr 2019 - Mar 2020
Contributions:7 commits, 6 pushes, 1 branch in 11 months
msminhas93/DeepLabv3FineTuning
Aug 2019 - Mar 2021
Tutorial on fine tuning DeepLabv3 segmentation network for your own segmentation task in PyTorch.
Contributions:15 commits, 5 PRs, 20 pushes in 1 year 6 months
pytorchsemantic-segmentationdeep-learningnetwork-segmentationfine
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