My Projects
Exploring the boundaries between systems design, digital tooling, and educational innovation.
AI Governance Systems
Developing ethical frameworks for AI decision-making systems that prioritize explainability, accountability, and continuous oversight. Explores constraint-based architectures and feedback mechanisms for maintaining human alignment.
View FrameworkSystems Thinking Sandbox
Interactive educational tool for visualizing and simulating complex system behaviors through dynamic models. Features real-time feedback loops and scenario testing for emergent behavior analysis.
Explore ToolAnti-Portfolio System
Open-source documentation framework for capturing raw creative processes, iterative failures, and learning journeys. Challenges traditional portfolio paradigms by valuing process over polished results.
See ProjectMinimalist Terminal Framework
Terminal-based workflow system that combines code execution, documentation, and project management in single interface. Built using first-principles approaches to digital minimalism.
View TerminalDetails
AI Governance Systems
This experimental system explores how to build constraint-based governance frameworks for AI decision-making. It uses transparent rule engines combined with human-in-the-loop validation to ensure accountability. The architecture prioritizes explainability over raw optimization.
- Constraint-based reasoning layer
- Human validation feedback loops
- Dynamic policy updates system
- Transparent decision tracing
Systems Thinking Sandbox
This browser-based tool allows users to test systems thinking concepts with dynamic feedback. The interface includes visual editors for feedback loops, delay simulations, and non-linear relationships between system components.
- Interactive system modeling
- Feedback loop testing
- Emergence visualization
- Scenario branching tools