Puranjit Singh

Data Science Co-op

Ankeny, Iowa, United States
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Summary

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Senior
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Puranjit Singh is a data scientist and Ph.D. candidate specializing in precision agriculture, computer vision, and deep learning with eight years of applied experience across academia and industry. He develops real-time semantic segmentation and object-detection pipelines for field phenotyping, with work that has been deployed on edge devices like NVIDIA Jetson for in-situ weed detection. Currently a Precision Genomics Data Science Co-op at Bayer and a graduate researcher at the AgCypher Lab, he blends sensor-based high-throughput data collection with vision foundation models to advance digital agriculture. His MS thesis and internships at Corteva demonstrate a track record of translating novel ML research into practical agronomic tools. Colleagues describe him as a practitioner who moves models from UAV imagery and lab prototypes into operational, field-ready systems.
code8 years of coding experience
job3 years of employment as a software developer
bookDoctor of Philosophy - PhD, Computer Vision, Remote Sensing, Doctor of Philosophy - PhD, Computer Vision, Remote Sensing at University of Delaware
bookMaster of Science - MS, Deep Learning, Data Science, Agriculture Engineering, Master of Science - MS, Deep Learning, Data Science, Agriculture Engineering at University of Nebraska-Lincoln
bookSenior Secondary level Education, Science, Senior Secondary level Education, Science at BCM Arya Model Sr. Sec. School
bookBachelor of Technology, Computer Science, Bachelor of Technology, Computer Science at Guru Nanak Dev University, Amritsar
languagesPunjabi, English
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Stackoverflow

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Github Skills (15)

machine-learning6
deep-learning6
gradient-boosting4
device-driver3
horizon3
ros3
shap3
lidar2
slam-algorithms2
shapley2
time-series1
simulate1
r-package1
sequencing1
dynamics1

Programming languages (4)

RC++Jupyter NotebookPython

Github contributions (5)

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Puranjit/Deep-Learning

Oct 2021 - Jan 2023

Contributions:116 commits, 180 pushes, 5 branches in 1 year 3 months
Contributions:130 commits, 129 pushes, 1 branch in 10 months
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