Shruti Katre
Mumbai
Summary
Data Analyst with 4+ years of experience in extracting actionable insights from datasets. Proficient in statistical analysis, data visualization, predictive modelling and database management. Skilled in Python, R, SQL and advanced data visualization techniques such as Power BI. Eager to apply my analytical skills to drive data-centric solutions and contribute to organizational success."
Overview
5
5
years of professional experience
Work History
Data Analyst
National Stock Exchange Mumbai
Mumbai
11.2022 - Current
- Implemented a model to categorize trading members as high risk based on comprehensive observations from inspection.
- Designed a Member Risk Monitoring model that enabled accurate prediction of members' risk levels through analysis of their financial health, trading behavior, and operational effectiveness.
- Machine learning algorithms such as Logistic regression and Decision tree are implemented on this data to decide the riskiness of a trading member.
- · Collaborated with cross-functional teams to determine appropriate actions for high-risk members, consistently updating senior management on model's findings with emphasis on high-risk members.
Data Analyst
ICICI Bank Ltd Mumbai
Mumbai
08.2021 - 11.2022
- Managed high-net-worth customers in the areas of Wealth and Private Banking.
- Developed predictive models using Machine Learning algorithms like Decision Tree and Logistic Regression to identify the most suitable clients for specific LI schemes based on their behavior and persona.
- Developed and executed various analytical projects such as credit card analysis, bill payment analysis, and VRM usage analysis to provide valuable insights for private banking clients.
- Assessed the quality of engagement by analyzing both call and visit interactions between RMs and customers.
Data Analyst
i-Source infosystems Ltd Pune
Pune
01.2020 - 07.2021
- Developed and implemented HR FAQ Bot utilizing Google Dialog flow
- Analyzed Employee metric and IT Ops data to create Dashboards and draw data-driven conclusions.
Data Analyst Intern
Persistent Systems Ltd Pune
Pune
08.2019 - 12.2019
- Analyzed and studied the impact of Vegetation index on farmland yield in Thailand, employing Python for model generation.
- Conducted correlation analysis between longitude and latitude parameters to verify data uniformity.
Education
Master of Science - Statistics
MIT World Peace University
Pune06.2019
Bachelor of Science - Statistics
Abasaheb Garware College
Pune06.2017
Skills
- Statistical analysis
- Database querying
- Data insight presentation
- Data Visualization
- PYTHON
- MySQL
Timeline
Data Analyst
National Stock Exchange Mumbai
11.2022 - Current
Data Analyst
ICICI Bank Ltd Mumbai
08.2021 - 11.2022
Data Analyst
i-Source infosystems Ltd Pune
01.2020 - 07.2021
Data Analyst Intern
Persistent Systems Ltd Pune
08.2019 - 12.2019
Master of Science - Statistics
MIT World Peace University
Bachelor of Science - Statistics
Abasaheb Garware College
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