I'm a Senior Computer Science student specializing in Artificial Intelligence and Data Science. This portfolio showcases projects that reflect my interests in machine learning, data-driven problem solving, and robotics.
| Project | Description | Language / Tools | Creation Date | Last Update | Link | Additional Links |
|---|---|---|---|---|---|---|
| Coors Effect Analysis | Investigating how altitude affects baseball performance metrics using Statcast data. | Python, Jupyter, Pandas, Matplotlib | 10.25.2025 | 10.25.2025 | View Notebook | Report Short Report Long |
| DofBot Programming | Implementation of numerical solutions for robotic arm control using forward kinematics, inverse kinematics, path following, and feedback control. | Python, NumPy, Robotics Toolbox | 10.25.2025 | 10.25.2025 | View Repository | |
| Reinforcement Learning Agent | Developed and trained a simple AI using OpenAI Gym and TensorFlow to play online games. Tracked performance over time to measure learning improvements. | Python, TensorFlow, OpenAI Gym | 2.1.2025 | 2.1.2025 | View Repository |
- Languages: Python, C++, C, C#, Java, SQL, MATLAB
- Libraries: NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow, OpenAI Gym
- Focus Areas: Machine Learning, Data Analysis, Reinforcement Learning, Robotics, Algorithm Design
- Machine Learning – Stanford Online (Coursera, 2024)
- Introduction to Machine Learning – Rensselaer Polytechnic Institute
- Introduction to Deep Learning – Rensselaer Polytechnic Institute
- Data Structures – Rensselaer Polytechnic Institute
- Principles of Software – Rensselaer Polytechnic Institute
- Cognitive Modeling – Rensselaer Polytechnic Institute
- Foundations of Computer Science – Rensselaer Polytechnic Institute
- Further investigating the Coors Effect by analyzing the 'Coors Hangover Effect' and park adjusted player evaluations
- Implementing a feedback control system using PID to improve the DofBot’s path-following accuracy
- Email: paragp@rpi.edu
- LinkedIn: linkedin.com/in/parker-paragas