Rahul Kulhalli
Senior Software Engineer at ICE Mortgage Technology
Atlanta Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolRahul Kulhalli is a Senior Software Engineer with a decade of experience building ML-driven solutions across healthcare, finance, transportation, and renewable energy. He holds an MS in Computer Science from Syracuse University and combines deep learning and computer vision expertise with production-grade software engineering in Java, Python, and R. At NREL he improved ML pipeline robustness and lifted F1 by 8% while pioneering travel-mode prediction from smartphone and web-scraped data and exploring GNN-based map-matching. Previously promoted to Engineering Lead at Persistent Systems, he has led R&D, published three research papers, and regularly competed in global ML challenges. Now at ICE Mortgage Technology, he brings a research-informed, results-oriented approach to scalable systems and model uncertainty quantification. Notably, he pairs hands-on implementation skills with a habit of surfacing subtle pipeline issues that materially improve model generalization.
10 years of coding experience
7 years of employment as a software developer
Bachelor's degree, Computer Science, First Class with Distinction, Bachelor's degree, Computer Science, First Class with Distinction at MMCOEMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at Syracuse University
English, Hindi, Marathi
Stackoverflow
21reputation
1kreached
2answers
8questions
Github Skills (34)
data-science9
pytorch9
python9
machine-learning9
tensorflow9
deep-learning9
jax9
classification7
e-mail6
collections6
jpanel6
arraylist6
bison6
layoutmanager6
java6
Programming languages (4)
Github contributions (5)
rahulkulhalli/MoodTunes_v2
Mar 2017 - Apr 2017
Contributions:21 commits, 21 pushes, 1 branch in 23 days
rahulkulhalli/SkinLegion
Jul 2018 - Oct 2018
Skin lesion classification for the ISIC2018 challenge attempted at Persitent Systems
Contributions:63 commits, 54 pushes, 2 branches in 3 months
classification
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