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Xiaoyi Xiong
Junior Business Analyst specializing in pricing and data analytics
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About
Analytics candidate with hands-on experience turning messy pricing and competitor data into reporting-ready SQL tables, plus building Python automation workflows that replaced manual processing across 40,000 images at roughly 89% accuracy. They also led a price elasticity analysis that informed differentiated pricing strategies and supported reporting through Power BI dashboards.
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Key Strengths
- Built SQL/Python workflows to clean and standardize messy multi-source pricing data
- Strong data quality validation using row-count checks, exception review, and anomaly analysis
- Automated image-processing workflow for 40000 images
- Reduced manual labeling effort with reproducible Python pipeline
- Achieved about 89% accuracy in automated boundary detection
- Owned price elasticity analysis from business question to recommendation
- Translated analytics into differentiated pricing strategies
- Built Power BI dashboards for consistent stakeholder reporting
- Combines SQL and Python for end-to-end analytics delivery
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