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Projects

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01

IBM Employee Attrition Prediction & Strategy

IBM’s attrition rate stands at 16.12%. By leveraging machine learning to identify high-risk employees and simulating targeted retention strategies, this project successfully reduced the projected attrition rate to 7.6%.

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02

Starbucks Space Efficiency Optimization Project

Project driven by experience as a Shift Supervisor, manually collected customer journey data and utilized SQL and Power BI to propose layout optimizations that balance space utilization with revenue efficiency.

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