Jui Shinde
Data Modeller | Responsible AI & Analytics Enthusiast
Pune
Summary
Data and analytics professional with 6+ years of experience across data modelling, predictive analytics and SAP security. Quick and focused learner, with experience in leading small initiatives and contributing to innovative efforts including early explorations in Generative AI.
Overview
8
8
years of professional experience
Work History
Data Modeller
Cloudaeon
11.2023 - Current
- - Developed and optimized star and snowflake data models with Erwin, enhancing database schema clarity which led to a 35% reduction in query processing time and improved storage efficiency by 20%
- - Conducted foundational data analysis through SQL and Python, enabling accurate insights that supported strategic decision-making processes, increasing reporting accuracy by 15%
- - Collaborated with cross-functional business analysts to accurately translate functional requirements into technical data structures, resulting in a 20% reduction in modelling errors and improved stakeholder satisfaction.
Decision Analytics Associate Consultant
ZS Associates
07.2022 - 03.2023
- - Conduct detailed market analysis of a new pipeline drug by a leading US drug manufacturer identifying untapped opportunities to increase growth in sales revenue by an estimated 15%
- - Perform exploratory data analysis after cleaning the data and conduct data quality checks
- - Integrate data from multiple sources and utilize statistical techniques for predictive modeling of customer behavior, contributing to a 10-15% increase in the US market share
Functional Analyst
Schneider Electric
07.2017 - 07.2020
- - Developed new guidelines for SAP user access management across all regions to optimize security standards, decreasing potential risks by 15%
- - Oversaw access governance, GRC compliance and user provisioning across business units
- - Participated in an RPA POC to automate SAP access workflows
Education
Executive Program - Advanced Business Analytics
IIM Ahmedabad
04-2022
B.E. - Computer Science
Cummins College of Engineering For Women
Pune05-2017
Skills
Erwin Data Modeller
Data Modelling
R, Python (Beginner Level)
Predictive Analysis
Machine Learning, Generative AI basics
SQL analysis
Data quality checks
Market analysis
Stakeholder collaboration
Access governance
Notable Contributions
- Took on parallel leadership responsibility by initiating TechStree, an internal women-in-data group, increasing member engagement by 35% within six months and fostering inclusive collaboration across teams
- Contributed to a Generative AI focused internal POC by researching LLM capabilities and using Python for exploratory prompt testing
- Mentored a junior team member at ZS Associates, helping them navigate onboarding and analytical project work more effectively.
Certifications and Training
- SQL for Data Science, University of California, Davis, 2023
- AI ethics, Coursera, Undergoing
Timeline
Data Modeller
Cloudaeon
11.2023 - Current
Decision Analytics Associate Consultant
ZS Associates
07.2022 - 03.2023
Functional Analyst
Schneider Electric
07.2017 - 07.2020
Executive Program - Advanced Business Analytics
IIM Ahmedabad
B.E. - Computer Science
Cummins College of Engineering For Women