Pradeep Singh
Computer Vision Machine Learning at ShipIn Systems
Bellevue, Washington, United States
Summary
👤
Senior🎓
Top SchoolPradeep Singh is a computer vision and machine learning engineer with 11 years of experience applying deep learning to real-world problems across industry and research. He has built production ML pipelines and MLOps workflows at Wyze and currently drives vision/ML work at ShipIn Systems, while his research background includes computational neuroscience models for target tracking studied in his MS thesis. Pradeep has tackled multi-modal data—images, meshes and text—and developed tools for deep-learning-accelerated CFD, including mesh-to-graph processing and a coarse-to-fine super-resolution framework during a Dassault Systèmes internship. Comfortable moving between research and production, he has hands-on experience with TensorFlow, Docker, GCP Vertex AI pipelines and GPU training. Based in Bellevue/Seattle, he brings a rare blend of biological inspiration (insect visual system modeling) and engineering pragmatism to visual-data problems.
11 years of coding experience
4 years of employment as a software developer
Nanodegree, Natural Language Processing + Computer Vision + Deep Learning, Nanodegree, Natural Language Processing + Computer Vision + Deep Learning at UdacityMaster of Science - MS, Computational Science, Master of Science - MS, Computational Science at San Diego State UniversityBachelor of Engineering - BE, Engineering, Bachelor of Engineering - BE, Engineering at University of Mumbai
Github Skills (24)
mnist-dataset10
mnist10
convolutional-neural-networks9
graph-convolutional-networks8
convex-hull8
pytorch8
geometric-deep-learning7
graph7
keras7
deep-learning7
graph-neural-network7
classification7
multiclass-classification7
machine-learning6
image-recognition6
Programming languages (4)
Github contributions (5)
pradeepsinngh/numerical-solutions-for-PDE
Sep 2017 - Jun 2018
Contributions:95 commits, 90 pushes, 1 branch in 9 months
pradeepsinngh/fft-dft-opencl
Oct 2016 - Jun 2018
Contributions:16 commits, 15 pushes, 1 branch in 1 year 8 months
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