Bridging the gap between emerging AI technologies and traditional business disciplines to solve complex, real-world challenges through automation and architectural excellence. GitHub
Featured: Agentic AI & LLM Orchestration
D&D Quest Provider: Multi-Agent DM
Developing a stateful multi-agent system to automate narrative generation and combat balancing for D&D. Implemented a “Reviewer” agent to validate AI-generated lore against 5e rule sets for mechanical consistency.
Developed in Python, Github
Agentic Marketing Campaign Generator
Developing an end-to-end agentic workflow to automate marketing campaign generation. The agent autonomously writes and executes Python code to perform statistical analysis and generate real-time insights from raw campaign data.
Developed in Python, Github
Advanced Analytics & Data Engineering
NFL Tackle Analytics
Engineered a play-by-play analysis using tracking data at 24 samples/second for the 2022 NFL season. Developed a predictive model to determine the probability of tackles and interceptions based on player positioning and velocity.
Developed in Python. GitHub
COVID – Reception of Mask Enforcement
Developed a Python-based mining package to extract and aggregate social media data from Twitter and Reddit. Applied NLP techniques to provide automated sentiment analysis and trend tracking regarding public health policy.
Developed in Python. GitHub
Traditional AI – Blackjack player
Developed a reinforcement learning bot capable of optimizing gameplay strategy through experience. The model utilizes a Q*-learning algorithm, training on over 10,000 simulated games to improve decision-making and win-rate over time.
Developed in Python. GitHub
Personal Investment Advisor
Designed an investment recommendation engine that leverages neural networks to forecast equity trends. The system analyzes historical data to predict monthly performance and suggests a prioritized portfolio of top-performing stocks.
Developed in JAVA. GitHub
Other Misc. Projects
Rubrics Builder Web App in Python
Architected a Python web app in streamlit to replace legacy Excel-based grading systems for academic environments. The app streamlines the creation of grading rubrics, offering a responsive, on-the-go solution for educators.
Developed in Python. GitHub
SEPTA – Text File Miner
Engineered an automated data extraction tool for SEPTA to process unstructured legacy text files. The script classifies 25 distinct file types and performs automated cleaning and transformation, reducing manual processing time by several hours per file.
Developed in Python. GitHub
Game of Thrones – Betrayals Visualized
We look at the betrayals from Game of thrones and the motivations behind their actions (up to Season 5). Tableau Public
Visualized in Tableau
Slotify – A music streaming website
Built a full-stack music streaming platform featuring user authentication and dynamic playlist management. This project served as a deep dive into responsive web design and back-end database integration.
Developed using HTML, CSS and JavaScript. GitHub