Ankur Satpute

Senior Engineer at John Deere

Pune District, Maharashtra, India
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Summary

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Senior
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Top School
Ankur Satpute is a Senior Engineer with 8 years of experience specializing in computer vision, deep learning, and machine learning, currently applying his expertise at John Deere. He has a strong Python background and hands-on project experience across image classification, segmentation, object detection, OCR and time series analysis, having progressed from intern roles to senior computer vision positions at AGNEXT. With an M.Tech in Communication Engineering (NIT Trichy) and a BE in Electronics, he blends solid academic foundations with practical product-facing solutions in agri-tech and industrial contexts. Colleagues know him for turning research-level models into deployable pipelines and for navigating the full lifecycle from data curation to model optimization in production.
code8 years of coding experience
job4 years of employment as a software developer
bookMaster of Technology (M.Tech.), Communication Engineering, Master of Technology (M.Tech.), Communication Engineering at National Institute of Technology Tiruchirappalli
bookBachelor of Engineering (BE), Electronics Engineering, Bachelor of Engineering (BE), Electronics Engineering at Atharva College Of Engineering
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Stackoverflow

Stats
29reputation
4kreached
0answers
1question
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Github Skills (17)

breast-cancer10
densenet8
wsi8
classification7
multiclass-classification7
cnn-model7
syntaxerror6
python6
deep-learning5
cnn-classification5
image-classification4
nano3
keras-models2
jetson1
keras-tensorflow1

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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BreakHist Dataset contains histopathological images of eight types of breast cancer, including four benign cancer and for malignant cancer. In this project, I have trained and fined tuned many of the existing CNN models to get over 80% accuracy in multi-class classification.
Contributions:28 commits, 1 PR, 25 pushes in 7 months
breast-cancercnn-modelstunedimage-classificationclassification
Contributions:8 commits, 5 pushes, 1 branch in 8 days
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Ankur Satpute - Senior Engineer at John Deere