Abhinav Singh

Email: abhinav16389@gmail.com

Phone:9611120780

DOB:16th

March,1990

WORK EXPERIENCE

Janalakshmi Financial Services, Bangalore(June 2015-Present)

Assistant Manager | Business Analyst | Analytics & Policy

Analytics (PROJECT)

Working with CIBIL for the Credit Score for MSME Sector Loans.

Worked with CRIF Highmark for the Customer Behavioral Model for Agricultural Sector Loan.

Build the Customer Behavioral Model using Data mining techniques for a newly Launched Product for

Individual Loans.

Built Time Series Models (ARIMA)to forecast the Loss/PAR Value for Small Batch Loans.

BuildCredit Score Model using Logistic Regression for the individual Loans.

Monitoring and Validating the Small Batch Loan Model.

Market Research State wise comparison of JFS with Top 3 and Top 5 in respect of:

Portfolio Outstanding: Looking at POS state-wise target given to branches.

Delinquencyand NPA: Delinquency policy strengthened in specific states and marked red.

Reporting

Publishing monthly reportson behavior of different batches in terms of the delinquency.

Maintaining monthly trackof the biometric of customers while collection.

Generating monthly reportson behavior of particular religion/community interms of delinquency.

Generating monthly reports on Socio Economic Classification (SEC) in terms of delinquency.

Optimizing the idle time of employeeby developingtime series modelto:

Predict the number of service requests received on daily basis. Predicting the demand for documentation process. Identify the factors impacting the idle time.

\ Optimizing the idle time based on the identified factors. Formulating HR strategies related to job rotation and lay off.

Identification of significanterrorstypes in client reporting. Using data of various clientserror types associated with them to build an ANOVA model. Additional factors (such as location of office, shift of employee etc.) studied for their effect on

errors.

ANOVA model identified error typesand their interaction withadditional factors were

significant.

Visionet System Pvt. Ltd., Bangalore (January, 2015-May,2015)

Project Intern

Visionet System Pvt. Ltd., Bangalore (May, 2014- July, 2014) Business Analyst Intern

ACADEMIC PROFILE

Degree Year College/School % / CGPA

M.Mgt

(BusinessAnalytics)

2013-2015 Indian Institute of Science (IISc),

Bangalore

5/8

B. E (Information Technology)

2008-2012 Maharaja Agarsen Institute Of Technology, IPU,Delhi

6.2/10

TECHINICAL SKILLS Proficient in R and Sql. Knowledge of Tableau. Working knowledge of Weka and Lingo.

CERTIFICATES

Certified from Sun Microsystem and Aptech Education for Java

Certified from Aptech Education for Asp.Net.

MAJOR SUBJECTS STUDIED

Applied Statistics Time Series and Forecasting.

Advanced Analytics Data Mining

KEY ACHIEVEMENTS

Judged the State level UG project for Srishti Foundation, Bangalore.

Part of Cricket Team for JFS.

Website development of alumni website of DOMS-IISc and Gymkhana website. Member of

organizing Committee for Pravega at IISc,Bangalore. Convenor of IISc-Billards and Snooker Club. Member of organizing Committee for Business Analytics Industry Summit organised by Nasscom at

IISc,Bangalore. Volunteered in COSMAR 2013 – An annual international Research Consortium.

Part of organizing committee of IISc Fashion Show team (Won 1st

prize at SPECTRUM 2014).