R • Predictive Modeling
Predictive Analytics
How can data be used to identify patterns and predict outcomes? This project applies statistical modeling and machine learning techniques to real-world behavioral data.
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Featured Projects
Selected projects demonstrating my experience solving problems through predictive modeling, data analytics, natural language processing, visualization, statistical methods, and database design.
SAS • Data Analytics
Data Analytics
How can organizations use data to understand performance and identify patterns? This collection applies analytical techniques to real-world sports and product data.
Python • NLP • Machine Learning
NLP & LLMs
How can organizations turn large volumes of unstructured text into usable information? This project applies natural language processing and machine learning to classify 8,002 social media comments.
Explore NLP ↗R • Excel • Tableau
Data Visualization
How can data be communicated clearly so stakeholders can identify business insights? This project demonstrates visualization and dashboard work using R, Excel, and Tableau.
R • Statistics • Machine Learning
Statistical Methods
How can statistical methods help explain relationships and support decisions? This collection applies regression, classification, ANOVA, and machine learning techniques to real-world data.
SQL • Database Management
Database Design
How can organizations structure data so it can be efficiently stored, managed, and analyzed? This project develops a relational database solution using SQL and database design principles.
View Project ↗Predictive Modeling
Additional Work
Selected coursework covering statistical learning, regression, classification, resampling, and machine learning.
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