Jake Frischmann
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Projects

Case studies from product, research, and systems work

Each project is documented as a practical narrative: context, role, technical decisions, constraints, and outcomes.

More builds and experiments live on GitHub. This portfolio is quietly powered by GitHub.

Apps/Tools

Orbit UMD

Academic planning platform for UMD students with degree audit flows, four-year plan tooling, and a stakeholder-friendly demo mode.

  • SvelteKit
  • TypeScript
  • Supabase
  • GitHub Actions
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Apps/Tools

Henson Day AR App

iOS AR scavenger hunt for a live university initiative with external stakeholders and on-campus presentation requirements.

  • SwiftUI
  • SwiftData
  • RealityKit
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ML/AI

BlokusDuo ML Agents

Research-driven self-play framework combining PPO and MCTS with CNN-based policy/value modeling for strategic board-game agents.

  • Python
  • PyTorch
  • PPO
  • MCTS
  • CNN
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Games

MazeEscape

Cross-platform puzzle game centered on algorithmic maze generation, progression design, and long-term content extensibility.

  • C#
  • .NET MAUI
  • Algorithms
  • UI design
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Robotics/Hardware

SpiRobControls (Drexel Zheng Lab)

Soft robotics prototyping across CAD, fabrication, Arduino control loops, and technical documentation in a research lab setting.

  • Arduino
  • SolidWorks
  • 3D Printing
  • Rapid prototyping
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