Amandeep Rathee
Data Scientist
Las Vegas, Nevada, United States
Summary
👤
Senior🎓
Top SchoolAmandeep Rathee is a data scientist with a decade of experience building intelligent search and recommendation systems, currently applying ML at the Zappos Family of Companies from Las Vegas. He has hands-on expertise across deep learning, reinforcement learning, and classical ML—delivering production gains like a 15% vehicle trip-efficiency boost with deep RL and an 80% faster EHR digitization pipeline using computer vision. His background includes ML engineering roles and research work at Duke and LifeOmic, an MS in Interdisciplinary Data Science from Duke (3.8/4.0), and a track record of teaching and course development that reached thousands of students. Comfortable with the full ML lifecycle, he also automates hyperparameter tuning and builds explainable PyTorch models to help stakeholders trust model decisions. Notably, he maintained a top-rated Upwork profile while shipping diverse applied projects from gesture recognition to fraud detection, demonstrating both product focus and delivery consistency.
10 years of coding experience
4 years of employment as a software developer
Bachelor of Engineering - BE, Computer Science and Engineering, Bachelor of Engineering - BE, Computer Science and Engineering at Visvesvaraya Technological UniversityMaster of Science - MS, Interdisciplinary Data Science, 3.8/4.0, Master of Science - MS, Interdisciplinary Data Science, 3.8/4.0 at Duke UniversityHigh School Diploma, Physics, Chemistry and Mathematics, High School Diploma, Physics, Chemistry and Mathematics at DGV Senior Secondary Public School, Rohtak
English, Hindi
Stackoverflow
77reputation
5kreached
1answer
6questions
Github Skills (20)
prediction-model8
quantization6
computer-vision6
solar6
deep-learning6
dplyr6
android6
imagery6
python6
classification6
ensemble-learning6
pytorch6
panels5
machine-learning4
traits2
Programming languages (2)
Github contributions (5)
arathee2/data-science-handbook
Sep 2016 - Jan 2022
Contributions:162 pushes, 1 branch in 5 years 4 months
arathee2/solar-panel-detection
Feb 2020 - Mar 2020
Detect detect solar panels in aerial imagery data using supervised machine learning.
Contributions:25 commits, 1 PR, 19 pushes in 1 month
pythonsuperviseddetectionsolarcomputer-vision
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