Nishant Bagga
Senior consultant
New Delhi
Summary
Consultant with 9 years of experience and demonstrated history of working in marketing analytics, credit risk strategy & model risk management framework. Hands on experience in Python, SQL, SAS and Hive.
Overview
9
9
years of professional experience
4
4
years of post-secondary education
Work History
Senior consultant
EXL
1 2021 - Current
- Utilized Simple linear regression to develop benchmarking system for identifying potential losses, enabling proactive alert creation by monitoring delinquent indicators.
- Managed model monitoring for consumer validation & AML models, leveraging KPIs (KS, PSI) and delivering comprehensive insights via Annual model review and root cause analysis.
- Implemented Loss Forecasting Model using Random Forest algorithm to predict year-end losses, providing insights for proactive risk management and enhancing bank's ability to mitigate losses.
- Developed Customer Profiling and Segmentation solution using decision tree classification model to categorize customers as high-risk or low fraud, thereby enhancing fraud prevention through accurate identification of risk profiles.
- Assist in collecting and preprocessing data for exploratory data analysis to uncover insights and trends using statistical measures like VIF, IV, correlation.
Business Analyst
American Express
02.2017 - 01.2021
- Crated MIS report that presented impact of Retention digital marketing campaigns using application of A/B testing in SAS
- Deployed bootstrapping method in SAS to establish control group, utilizing resampling techniques that involve drawing numerous samples of consistent size repeatedly and with replacement from singular original sample.
- Designed marketing campaign framework for American Express non-card products with objective of determining likelihood of customers obtaining loans through marketing channels.
- Quantified impact of marketing campaign on attribution of American Express business loans to specific marketing channel through A/B testing conducted on Hive.
- Transferred operational reports, encompassing metrics like email click rate, conversion rate, and impressions on AMEX app, from SAS to Hive environment.
Research Analyst
Binary Semantics
11.2014 - 01.2017
- Knowledge graph: Creating schema tables for columns to be placed and aligned in set format by running SQL scripts in SQL Teradata.
- Analyzing trends and providing insights for knowledge graph in MIS reporting vertical.
- Primary and secondary research for Knowledge graph.
Education
B.Tech in Electronics & Communication -
Manav Rachna International University
Haryana 06.2010 - 05.2014
Skills
SAS, SQL
undefinedTechniques
- Model monitoring
- Validation & development
- SQL
- SAS
- PYTHON
- HIVE
- Marketing analytics
- Credit risk strategy building
- Sas macros
- Shell scripting
Timeline
Business Analyst
American Express
02.2017 - 01.2021
Research Analyst
Binary Semantics
11.2014 - 01.2017
B.Tech in Electronics & Communication -
Manav Rachna International University
06.2010 - 05.2014
Senior consultant
EXL
1 2021 - Current
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