Charudatta Manwatkar
Machine Learning Data Scientist
Austin, Texas, United States
Summary
👤
Senior🎓
Top SchoolCharudatta Manwatkar is a Machine Learning Data Scientist with 11 years of experience applying deep learning and classical ML to high-impact problems across healthcare, infrastructure, and finance. Currently at Agilent Technologies and pursuing a PhD at NITGOA, he has produced clinically validated imaging models—e.g., GAN-based chest X-ray augmentation that halved X-ray exposure risk and U-Net segmentation achieving a 0.87 dice score at UCSF. He has delivered production NLP and CV systems that saved thousands of work-hours for an international bank and detected >90% of road damages for a WEF-featured project. Trained in physics (BITS Pilani) and data science (University of San Francisco), he blends strong theoretical foundations with practical deployment experience. His interests span hardware accelerators, cryptography, network security and blockchain, reflecting a rare cross-disciplinary fluency that helps bridge model design with systems and product constraints.
11 years of coding experience
4 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and ScienceMS in Data Science, Data Processing, MS in Data Science, Data Processing at University of San Francisco
Stackoverflow
552reputation
167kreached
3answers
1question
Github Skills (92)
console10
command-line10
os-agnostic10
ecosystem9
enviroment9
linux9
package-management9
python9
windows9
cmd9
conda9
windows-terminal9
markdown8
windows-console8
package-manager8
Programming languages (11)
Github contributions (5)
charudatta10/charudatta10
Apr 2022 - Mar 2025
This is repo contains breif overview of my work.
Contributions:1 PR, 278 pushes, 30 branches in 2 years 11 months
charudatta10/web-crawler
Feb 2019 - Feb 2025
Contributions:1 release, 10 pushes, 1 branch in 6 years 1 month
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