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About

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Data science student. Aspiring nerd. Baseball fan.

Featured Projects

⚾ Diamond Rating System A baseball analytics system for evaluating MLB players and eventually producing team-level ratings and future performance predictions. Focus Pitcher evaluation Player rating methodology Visual analytics Predictive modeling Python Pandas NumPy scikit-learn	🤖 PLC Robot Cell Simulator A simulated industrial robot cell combining PLC logic, networking, monitoring, and security. Built with CLICK PLC state machine Modbus TCP Raspberry Pi monitoring Flask HMI Suricata IDS PLC Python Linux Modbus TCP
📈 MLB Season Predictor Machine-learning project testing whether first-half MLB performance can predict final-season winning percentage. Pipeline Data collection Feature engineering Regression modeling Benchmark comparison Model evaluation Python pybaseball Pandas scikit-learn	🧭 Areas of Focus Data pipelines Feature engineering Predictive modeling Visualization Automation Linux-based tooling

Tools & Technologies

Python • Java • C • SQL • Bash
Pandas • NumPy • scikit-learn • Matplotlib • Jupyter
Linux • Git • Raspberry Pi • PLCs • Modbus TCP

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