This repository showcases research and data analytics projects completed through academic research, independent work, and professional training programs.
- Python
- R
- SQL
- Tableau
- Excel
- Data Cleaning
- Data Visualization
- Exploratory Data Analysis
- Machine Learning
- Statistical Analysis
- Predictive Modeling
Behavioral research project investigating how working memory load influences change detection performance.
Skills: Experimental Design, Data Analysis, R, Excel
Behavioral experiment examining the effects of cognitive load on visual search speed and accuracy.
Skills: Experimental Research, Data Analysis, R, Excel
Machine learning project predicting workforce shortages across U.S. states using demographic, education, and labor force indicators.
Skills: Python, Machine Learning, Regression Modeling, Data Visualization
Large-scale transportation data analysis using SQL, MongoDB, and Python to identify airline delay patterns and major causes of flight disruptions.
Skills: SQL, MongoDB, Python, Data Analysis
Business analytics project identifying high-value recruiting opportunities through salary and placement trends across industries and experience levels.
Skills: Tableau, Excel, Data Visualization, Business Analytics
Statistical simulation model for predicting NCAA tournament outcomes using historical upset probabilities and seed-based win rates.
Skills: Statistical Modeling, Probability, Simulation
Sports analytics project exploring pitch selection, game situations, and player performance using MLB pitch-level datasets.
Skills: Data Cleaning, Sports Analytics, Visualization
Psychology student at The Ohio State University with interests in data analytics, behavioral research, machine learning, and supply chain consulting.
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