Pronoy Mandal

Executive Officer - Data Science

Mumbai, Maharashtra, India
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Summary

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Senior
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Top School
Pronoy Mandal is a data science professional based in Mumbai with 9 years of experience and 3.5+ years focused on applying ML and analytics in insurance, fintech, and mining. He combines strong requirements gathering, testing, and documentation practices with hands-on model building and deployment—having delivered a NEWS analysis system at SEBI that achieved ≥98% accuracy and a ~7x speedup after refactoring. A Python enthusiast and open-source contributor, he has modernized an iCalendar parser by refactoring legacy code and improving documentation. With an MTech in Data Science and a background in electrical engineering, he blends rigorous academic grounding with practical systems engineering across Linux deployments and end-to-end data pipelines.
code9 years of coding experience
job2 years of employment as a software developer
bookBachelor of Engineering, Electrical and Electronics Engineering, 8.94/10.00 (79.13%), Bachelor of Engineering, Electrical and Electronics Engineering, 8.94/10.00 (79.13%) at Vivekanand Education Society's Institute Of Technology
bookS.S.C. and H.S.C., S.S.C. - 94.80% and H.S.C. - 88.20%, S.S.C. and H.S.C., S.S.C. - 94.80% and H.S.C. - 88.20% at Atomic Energy Central School
bookMaster of Technology - MTech, Data Science, 8.55/10.00, Master of Technology - MTech, Data Science, 8.55/10.00 at Defense Institute of Advanced Technology (DIAT), DU, DRDO
languagesHindi, English, Bengali
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Stackoverflow

Stats
3reputation
129reached
0answers
1question
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Github Skills (8)

parserator10
parser10
python10
rfc10
icalendar10
documentation8
pandas6
groupby6

Programming languages (17)

JavaCSSC++RustTeXHandlebarsVueHTML

Github contributions (5)

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collective/icalendar

Oct 2022 - Oct 2022

icalendar parser library for Python
Role in this project:
userBack-end Developer
Contributions:5 reviews, 13 commits, 3 PRs in 1 day
Contributions summary:Pronoy primarily focused on refactoring and updating the `parser.py` file, converting legacy code, and optimizing existing functionality. They updated the iCalendar parser library by refactoring code to use f-strings, and converted `for` loops to `enumerate` constructs. Furthermore, the user made updates to the documentation and the `CHANGES.rst` file, documenting and updating changes made to the parser.
icalendarparser-librarypythonparseralarm
pronoym99/openvino_notebooks

Mar 2023 - Nov 2024

📚 Jupyter notebook tutorials for OpenVINO™
Contributions:174 pushes, 1 branch in 1 year 7 months
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Pronoy Mandal - Executive Officer - Data Science