📊
English Learner Outcomes Analysis
Data Analysis • Machine Learning • Education Research
Comprehensive longitudinal analysis examining how English Learner status and program duration impact various high school outcomes. This multi-year study tracks 2,800+ students across five years, providing critical insights for district equity initiatives.
SQL
R
ggplot2
Statistical Analysis
Data Visualization
Key Impact
- Informed superintendent-level policy decisions on EL support services
- Identified gaps in acadmeic outcomes between EL categories
- Presented findings to school board for resource allocation
View Interactive Dashboard →
📈
COVID-19 Taskforce Analytics
Public Health • Data Visualization • Executive Reporting
Led data infrastructure for state Department of Health COVID-19 response, creating real-time executive dashboards and automated survey systems. Supported critical public health decision-making during pandemic response.
Tableau
Python
Qualtrics
SQL Server
Survey Design
Key Achievements
- Delivered real-time dashboards to DHS executive leadership
- Automated daily data collection across 50+ facilities
- Reduced reporting lag from 48 hours to 4 hours
- Supported resource allocation decisions affecting 3M+ residents
🔄
Assessment Data Pipeline & Automation
Data Engineering • ETL • Workflow Automation
Automated ETL pipeline connecting multiple assessment systems (ACT, state tests, interim assessments) to district data warehouse. Processes 50,000+ test records annually with data quality validation and error handling.
SQL Server
R
Excel Integration
ODBC
Data Quality
Key Impact
- Reduced manual data entry from 40+ hours to zero per cycle
- Eliminated data transcription errors (previously 3-5% error rate)
- Enabled same-day reporting for assessment results
- Created reusable workflow now used across 5 assessment types