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Kavyashree Sudhakar
Junior Business Analyst specializing in operations and banking workflows
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About
Entry-level data/business analytics candidate with hands-on experience building SQL and Python workflows to clean fragmented subcontractor data, generate risk scores, and feed Power BI dashboards. Also demonstrated strong operational analytics impact at Amazon by defining and operationalizing process-quality metrics that reduced CPO rate from roughly 10% to 0.6%.
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Key Strengths
- Built SQL pipelines to unify fragmented subcontractor data across financial, safety, performance, and compliance sources
- Strong data quality remediation using deduplication, standardization, missing-value handling, and validation checks
- Created reproducible Python analytics workflows with modular functions and script-based automation
- Applied machine learning techniques including PCA and clustering for subcontractor risk scoring
- Delivered analysis-ready datasets powering Power BI dashboards and risk models
- Owned end-to-end operational analytics project from problem framing through rollout
- Designed and operationalized standardized quality metrics across teams
- Drove major process improvement, reducing CPO rate from about 10% to 0.6%
- Embedded metrics into existing team workflows to improve stakeholder adoption
- Experienced in segmentation analysis by shift, process stage, and associate performance
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