NEHA SHARMA
Senior Manager at Axis Bank
Mumbai
Summary
Analytics professional with 5+ years of experience specializing in data analysis, business intelligence and startegic insights with a proven track record of leading projects that enhance operational efficiency, optimize business process.
Overview
7
7
years of professional experience
2017
2017
years of post-secondary education
Work History
Senior Manager
Axis Bank
09.2022 - Current
- Worked on regulatory requirements for liquidity risk which support the financial & risk modelling process by offering a comprehensive view of critical metrics to optimize LCR along with identifying, assessing and monitoring liquidity risk related to cash management and interbank activities.
- Implemented and developed operational standards, policies and procedures mainly for Refinance by identifying eligible pool which support ALM to refinance loan against Govt schemes.
- leading & Executing projects on data funding & short term dynamic liquidity which help bank to identify immediate financial obligations using readily available assets that can be quickly converted to cash. It's a crucial indicator of a bank's financial health and stability.
- Analyzed monthly financial data majorly for current accounts to provide accurate financial analysis and reports.
Spec Analytics Analyst
Citigroup
03.2020 - 08.2022
- Working on Prospect level financial forecasting framework for Retail, Digital and Direct mail channel credit cards.
- P&L simulation and campaign analysis for multiple products and offers using SAS and SQL techniques.
- The project aimed at testing out the performance of new offers that to be rolled out in the upcoming financial quarter. A P&Ls sheet for the new offer is created and is forecasted for 5 years. It gives an idea about the profitability of the offers. It has been an important exercise and closely related to the Portfolio forecasting model.
- Prescreened analysis: The intent of analysis is to understand whether Prescreened customers who acquired through retail channel bring us better engagement and returns as compared to Non prescreened customers. 5 Years data was analyzed to understand the performance between Prescreened and Non prescreened products.
Jr Data Scientist
Decisivedge Technology Services
04.2019 - 03.2020
- Created reports for auditing, application tracking, vintage reports, balance transfer reports and cash advance reports which helps client to get a view of how the product is performing and if any measures were to be taken
- Suggested changes in existing under writing strategy which led to increase in Auto decision rate and help test the deployment changes to make sure the production deployment was in sync with the desired changes.
Data Scientist Intern
ABB India Limited
08.2018 - 03.2019
- Worked on process fault prediction in metal & cement industry.
- The project involved analyzing present working condition of mills, benchmarking the collected data and identifying various operating patterns of machines. Factors affecting the productivity and breakdown conditions of the mill are filtered using Feature engineering and Principal Component Analysis using R and SQL. The postmortem analysis of the breakdown condition of the mill are done for the factors affecting productivity.
Education
B. Tech - Information Technology
Acropolis Institute of Technology & Research
XII - undefined
Kendriya Vidyalaya
X - undefined
Kendriya Vidyalaya
Skills
- SAS
- SQL
- R-Studio
- MS Excel
- Tableau
- Power BI
- Pyspark
Training
- I have been trained in Data Science using SAS & R from AnalytixLabs.
- I worked on various case studies pertaining to segmentation, descriptive & predictive modelling in telecom and banking domains. Exposure to Multivariate Analysis Techniques (Linear & Logistic Regression, Factor Analysis, Cluster Analysis).
Timeline
Senior Manager
Axis Bank
09.2022 - Current
Spec Analytics Analyst
Citigroup
03.2020 - 08.2022
Jr Data Scientist
Decisivedge Technology Services
04.2019 - 03.2020
Data Scientist Intern
ABB India Limited
08.2018 - 03.2019
XII - undefined
Kendriya Vidyalaya
X - undefined
Kendriya Vidyalaya
B. Tech - Information Technology
Acropolis Institute of Technology & Research
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