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Maria Santana
Junior Mathematics and Business student specializing in analytics and data-driven decision-making
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About
Entry-level analytics candidate with hands-on experience in education data, combining SQL, Python, and Tableau to build reporting tables, reproducible workflows, and dashboards for student engagement and performance. Stands out for translating messy multi-source data into practical tools that helped academic teams identify at-risk students earlier and target support more effectively.
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Key Strengths
- turning messy multi-source student data into clean reporting tables
- SQL-based data preparation with joins, aggregations, and validation checks
- building reproducible Python analytics workflows to replace manual Excel processes
- handling inconsistent input files with validation and standardized schemas
- end-to-end ownership of student engagement analytics projects
- stakeholder alignment with professors and academic teams on KPIs
- designing engagement metrics with normalization and edge-case handling
- driving dashboard adoption through simple UX, walkthroughs, and feedback incorporation
- identifying low-engagement students early to support at-risk intervention
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