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Darshan Jain

@darshanjain

Manager – Data Science and Analytics at POONAWALLA FINCORP

Pune

POONAWALLA FINCORPPraxis Business School

Darshan is an experienced Data Scientist specializing in the BFSI industry. He possesses expertise in generating insights, solving complex problems, and leveraging Bureau data (CIBIL and CRIF). His technical skills include Python, Machine Learning, SQL, and Tableau, with hands-on experience using libraries like pandas, Sklearn, and PySpark for data analysis and interpretation.

Experience

Manager – Data Science and Analytics

POONAWALLA FINCORP

May 2022 - PresentPUNE

ML Model - Identification of Potential BT customers (Ongoing): Developing a classification model to identify prospects whom have more probability of doing balance transfer to our organization. Moreover, helping in retaining our own customers. Income Imputation: Played a pivotal role in determining pre-approved and pre-qualified offer amounts by working on an Imputation project to estimate customer income for individuals. Managed Product Portfolios & Campaigns: Working with risk team in deciding the optimum parameter to identify cream customer with minimal risk. Minimizing opportunity loss by 25% by performing rejection analysis and consulting on the internal policy norms. SingleView Project – Created a project, designed to execute all the campaigns for all the products in one go, giving us view of eligible customer for each product, saving 80% of the man-power of the teams. Improving TAT for doing checks. Application Scorecard - Personal Loan: Optimized credit cost and credit underwriting for fast-paced approval by developing a machine learning model on Bureau data and validate on internal data to identify and separate potential defaulters. Increase in customer acquisition by 27%.

Associate Analyst

S G ANALYTICS PVT LTD

Aug 2019 - Jul 2021PUNE

Was part of fixed income research division with day-to-day role included making research report on select companies, checking the credit worthiness and commenting and analyzing fundamentals of the companies. Extracting and analysing data from Bloomberg and factset terminal for generating reports on given company. In-charge of delivering daily newsletter to the stakeholder, highlighting marcro-economic and political news impacting the global credit markets.

Education

Praxis Business School

PGP Data Science

Jan 2022Grade: 5.08/8

NMIMS

PGDFM

Jan 2021Grade: 66.29%

CFA (US)

CFA Level 2

Jan 2019Grade: Top 10 Percentile

CFA (US)

CFA Level 1

Jan 2018Grade: Top 10 Percentile

Sir KP college of Commerce

B.Com (Hons) in Marketing

Jan 2018Grade: 6.97 CGPA

Licenses & Certifications

CFA Level 2

CFA (US)

Issued: Invalid Date• No expiration

CFA Level 1

CFA (US)

Issued: Invalid Date• No expiration

Skills

Python
SQL
Pandas
Numpy
Matplotlib
Seaborn
Sklearn
Tableau
PowerBI
Excel
Google Analytics
Powerpoint
Azure
Machine Learning
Business Analysis
Financial Reporting & Analysis
Presentation
Modelling