Sagar Rathod
Pune, Maharashtra, India
Summary
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SeniorSagar Rathod is a Data Scientist III with a decade of engineering experience and 5+ years focused on machine learning and computer vision, currently building low-latency, production-grade ML systems at TomTom. He has delivered measurable impact—automating road geometry updates to cut manual work by 83% and costs by 90%, and driving a $5M savings by optimizing map anchor placement—while working end-to-end from PyTorch models to Airflow-orchestrated pipelines. Comfortable translating ambiguous product problems into scalable solutions, he blends geospatial ML, ETL, and real-time inference expertise with hands-on engineering roots in Java and backend systems. A BITS Pilani MTech candidate in AI/ML with a background in mobile development, he pairs rigorous academic training with practical deployment experience across global mapping workflows. Not obviously visible is his knack for clustering and representation learning (Siamese networks) to improve routing and cartography efficiency, demonstrating both creative research thinking and operational discipline.
11 years of coding experience
Github Skills (43)
visualization9
markdown9
algorithm9
tensorboard9
jupyter-notebook9
computer-vision8
python8
dsa-algorithm8
octave8
semantic-segmentation8
offline-app8
javascript8
pytorch7
nodejs7
appwrite7
Programming languages (6)
Github contributions (5)
sagar100rathod/deep-ml
Nov 2019 - Jan 2023
High-level PyTorch Training Framework
Contributions:3 releases, 211 commits, 17 PRs in 3 years 3 months
pytorchsemantic-segmentationcomputer-visionmachine-learningvisualization
SagarRathod-TomTom/StockHawk
Jul 2016 - Aug 2016
Contributions:8 commits, 5 pushes, 1 branch in 1 month
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