Mathematical Business & Computer Science student at Wake Forest. I enjoy coding, sprinting, and Olympic lifting.
Languages: Python, Java
Data & Analytics: Pandas, NumPy, Jupyter
Tools & Methods: Git, Data Structures & Algorithms, Grid Search, Monte Carlo Simulation
Focus: Optimization, simulations, algorithm design
Blackjack Strategy Analyzer
Built a simulation to test if card counting actually works in blackjack. Ran 50,000+ hands to analyze the mathematical edge gained through optimal play and bet sizing, demonstrating a 2.3% advantage that validates basic strategy combined with card counting techniques.
Reverse Engineering Options Greeks
Educational project exploring options pricing and the Greeks (Delta, Gamma, Theta, Vega, Rho) using Python. Implements Black-Scholes calculations and visualizations to understand how option values change with market conditions.
- Exploring algorithmic trading strategies
- Training for track season
Always looking for interesting problems to solve and new challenges to tackle.