Souvik Manna
Senior Consultant at EXL
Kolkata, West Bengal, India
Summary
👤
Senior🎓
Top SchoolSouvik Manna is a data scientist and senior consultant with six years of hands-on experience building credit risk, fraud detection, and propensity models for financial services. He has led development of application and behavioural scorecards, payment projection models, and fraud autoencoder solutions that materially reduced losses and improved portfolio management. Comfortable with both traditional statistical methods and modern ML (XGBoost, LightGBM, autoencoders), he bridges rigorous academic training from ISI with practical deployment and stakeholder-facing communication. Based in Kolkata, he combines deep expertise in statistics and credit analytics with a knack for turning bank statement and alternate data into actionable scoring systems. Notably, his models have been used to open new business verticals and capture multi-million-dollar frauds, reflecting an ability to drive measurable business impact.
6 years of coding experience
4 years of employment as a software developer
Bachelor's degree, Statistics, Bachelor's degree, Statistics at Calcutta University, KolkataMS-QMS, Statistics, 83.75, MS-QMS, Statistics, 83.75 at Indian Statistical Institute (SQC & OR)Hindu SchoolGithub contributions (5)
souvik25162/Machine-Learning
Jan 2020 - Aug 2020
Contributions:10 commits, 9 pushes, 2 branches in 7 months
souvik25162/ArimaAnnHybrid
Aug 2020 - Jan 2021
Comparisons of ARIMA , ANN and a Hybrid model for Timeseries forecasting
Contributions:30 pushes in 5 months
forecastingannarimahybrid-modeltimeseries-forecasting
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