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Debashis Samanta Email & Phone Number
Asst. Professor
at
Aliah University
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Debashis Samanta is listed as Asst. Professor at Aliah University, based in Kolkata, West Bengal, India. AeroLeads shows a matched LinkedIn profile for Debashis Samanta.
Debashis Samanta previously worked as Assistant Professor at Rabindra Mahavidyalaya and Business Analyst at Genpact Llc. Debashis Samanta holds Doctor Of Philosophy - Phd, Statistics from The University Of Burdwan.
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About Debashis Samanta
I have 3.5 years of industry experience in the area of financial analytics as well as in marketing analytics. Worked on the development of origination scorecard model, PD/LGD/EAD model, Market Mix Model, Category Forecasting time series model. Also I have 1+ year research experience on reliability and survival analysis at IIT Kanpur with some international publications
Listed skills include Statistics, Linear Regression, Predictive Modeling, Sas, and 24 others.
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6 roles
Debashis Samanta work experience
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Asst. Professor
Assistant Professor
Rabindra Mahavidyalaya
May 2014 - Oct 2017
Business Analyst
Worked on origination scorecards development and monitoring project for an US financial major for their commercial portfolio. The work includes an end to end scorecard building exercise right from procuring multiple credit bureau data from commercial and consumer bureaus to validate the data, Bad definition analysis, performance window determination, reject inference, Multi-bureau segmentation strategy development and calibrating it and auto decision strategy development.Worked on the validation of PD model. Analysis involve the model performance analysis during development period, out of tie and stress time data. Stress testing, Scenario analysis, Sensitivity analysis has been done on stress time period data. Work includes Bootstrap model validation, k-fold model validation to check the stability of model performance.Worked on the development of PD, LGD and EAD model. Work includes data preparation, Univariate analysis, vintage analysis, LGD calculation, development and validation of model. PD model has been developed using logistic regression where as for LGD model both logistic and linear regression has been used. Developed EAD model by LEQ approach for Line accounts and for Loan account CCF approach has been adopted.
Mar 2012 - Apr 2014
Analyst
Building efficient Statistical model for Unilever to forecast category growth rate of FMCG and CPG products on different Market like India, Indonesia, China, Philippine, Thailand etc.Market Mix Modeling using statistical techniques like Multiple linear Regression, Factor Analysis, Cluster Analysis, Principle Component Analysis, etc. to answer various business question.
Sep 2010 - Mar 2012
Project Associate
Paper Published:1. Ganguly, A., Mitra, S., Samanta, D., and Kundu, D. (2011), "Exact Inference for the Two-Parameter Exponential Distribution Under Type-II Hybrid Censoring", Journal of Statistical Planning and Inference (Vol-142, Issue-3, March 2012, page:613-625).http://www.sciencedirect.com/science/article/pii/S03783758110031202.Kundu, D., Samanta, D., Ganguly, A., Mitra, S.(2011) "Bayesian Analysis of Different Hybrid and Progressive Life Tests", Communication in Statistics - Simulation and Computation(To appear)http://home.iitk.ac.in/~kundu/bayes-hybrid-rev-2.pdf
Jun 2009 - Aug 2010
3 education records
Debashis Samanta education
Doctor Of Philosophy - Phd, Statistics
Masters In Science, Statistics
B.Sc, Statistics
Asutosh College
FAQ
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What company does Debashis Samanta work for?
Debashis Samanta works for Aliah University.
What is Debashis Samanta's role at Aliah University?
Debashis Samanta is listed as Asst. Professor at Aliah University.
Where is Debashis Samanta based?
Debashis Samanta is based in Kolkata, West Bengal, India while working with Aliah University.
What companies has Debashis Samanta worked for?
Debashis Samanta has worked for Aliah University, Rabindra Mahavidyalaya, Genpact Llc, Meritus Analytics India Pvt Ltd, and Iit Kanpur.
How can I contact Debashis Samanta?
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What schools did Debashis Samanta attend?
Debashis Samanta holds Doctor Of Philosophy - Phd, Statistics from The University Of Burdwan.
What skills is Debashis Samanta known for?
Debashis Samanta is listed with skills including Statistics, Linear Regression, Predictive Modeling, Sas, Logistic Regression, Time Series Analysis, Data Analysis, and Cluster Analysis.
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