
Portfolio
Interactive Applications
NBA Player Salary Predictor
February 2025 - April 2025Sophisticated Streamlit web application that leverages machine learning to forecast NBA player contract values based on comprehensive performance analytics.
Project Highlights
- Developed a machine learning model that analyzes real-time NBA player data to generate accurate salary predictions
- Created an interactive web interface allowing users to select any NBA player and view their performance metrics and statistical trends
- Implemented data visualization tools to display player statistics and projected market values based on on-court production
- Utilized Python with GitHub Copilot assistance to combine statistical modeling with AI-driven insights
Key Features
- Real-time data integration with NBA statistics APIs
- Interactive player selection and comparison capabilities
- Comprehensive performance analytics dashboard
- Predictive modeling for contract value forecasting
Skills Applied
Python
Machine Learning
Data Analysis
Statistical Modeling
Streamlit
GitHub
Louisiana Parish Insights Dashboard
February 2025 - April 2025Interactive dashboard for analyzing socioeconomic indicators across Louisiana's 64 parishes, featuring color-coded metrics for unemployment rates, education levels, income, and GDP with dynamic visualizations to identify economic trends and opportunities.
Project Highlights
- Researched, collected, and cleaned public data in order to find useful metrics and insights and trends for RNGD
- Developed a comprehensive data visualization platform that analyzes socioeconomic indicators across all 64 Louisiana parishes
- Created color-coded metrics for unemployment rates, education levels, income distribution, and GDP performance
- Implemented dynamic visualizations that allow users to identify economic trends and business opportunities
- Integrated AI-powered insights specifically designed for construction business planning and market analysis
Key Features
- Parish-by-parish comparative analysis tools
- Economic trend identification through time-series data
- Construction industry opportunity mapping
- Customizable data filtering and visualization options
Skills Applied
Python
Streamlit
Plotly
Data Analysis
Data Visualization
Economic Analysis
Marketing & Brand Analysis Projects
Brand Analysis Project: Salt & Straw
January 2024 – March 2024A comprehensive brand analysis with strategic recommendations for business optimization and market positioning for the artisanal ice cream company.
Project Highlights
- Identified business model and analyzed internal/external environments against competitors
- Outlined objectives, strategies, communications, promotions, and calendars for optimization
- Conducted identity interrogative to strengthen brand positioning
- Developed actionable marketing plan with implementation timeline
Key Recommendations
- Expand scoop shop locations while maintaining brand authenticity and craftsmanship
- Introduce popsicle subscription service to complement existing pints of the month club
- Implement targeted email marketing campaigns based on location and flavor preferences
- Conduct focus groups for future flavor development and expansion locations
Skills Applied
Brand Analysis
Strategic Planning
Market Research
Consumer Behavior
SWOT Analysis
Strategic Marketing Project: POPPI
April 2024 – June 2024An actionable marketing plan with comprehensive analysis and strategic recommendations to optimize brand awareness, sales, and customer loyalty for the prebiotic soda brand.
Project Highlights
- Presented an actionable marketing plan with task distribution, budget recommendations, and project timelines
- Developed strategies to increase market penetration by 10% and annual sales by 20% by the end of 2025
- Created comprehensive implementation roadmap with quarterly tasks and responsible parties
- Analyzed competitors including Olipop, Health-Ade, and Live Soda to identify market positioning opportunities
Key Recommendations
- Expand into European and Asian markets through targeted influencer partnerships
- Introduce new multi-liter soda cans for group consumption occasions
- Develop new international flavor lines to target new customers in expansion markets
- Implement promotional offers for subscription services and bulk orders
Skills Applied
Strategic Planning
Market Analysis
Consumer Behavior
Budget Planning
SWOT Analysis