Computer Scientist | Aspiring Researcher
📍 Wayne, PA | 📧 Email: JJFrisch@outlook.com
I’m a dual-degree student in Computer Science & Physics at the University of Maryland. My work spans software development, machine learning, and 3D modeling/printing. I have a passion for the more math involved aspects of computer science and I am looking to get involved in bioinformtaics. When I’m not coding, you can find me playing pick-up soccer or reading a fantasy novel.
- Languages & Tools: Python, C, C++, Java, C#, Rust, Assembly, JavaScript, Linux
- Frameworks & Libraries: PyTorch, TensorFlow, .NET MAUI, Unity, SolidWorks
- Skills: Neural networks, data analysis, visualization, system design, problem framing
Blokus Duo: Using Deep Search Algorithms to Explore Turn-Based Game Strategy
- Developed AI agents using Proximal Policy Optimization and Monte Carlo Tree Search with CNNs in PyTorch.
- Published a 20-page research paper in the PGSS Journal about strategic play and human vs AI game theory.
- Explored how AI strategies evolve in competitive games, combining reinforcement learning with heuristic planning.
I was part of the Zheng Research Lab at Drexel for an internship. I worked with Dr. Yue Zheng and Masters student Jeffery Walker.
- Helped design a tentacle style gripper in SolidWorks, 3D-printed and actuated with stepper motors.
- Emphasis on reproducibility, low-cost design, and integration with modular robotics systems.
- Mobile + PC game in C# and .NET MAUI that generates and solves mazes with multiple algorithms and strategies.
- Features custom skins, power-ups, multiple worlds, and daily challenges.
- Focused on algorithm efficiency, user experience, and extensible game design.
- Conducted a 200-person randomized stratified survey; developed a two-part self-report method using phone screen-time logs.
- Applied basic statistical analysis to identify correlations between childhood screen exposure and anxiety.
- Produced a research paper presenting significant findings and innovative data collection methodology.
I’m always open to collaboration, research discussions, and software projects. Reach out via email.