I build tools and frameworks that translate ethical principles into inclusive, usable systems. My work lives at the intersection of design, development, accessibility, and philosophy—where ideas meet accountability.

I specialize in:

• Inclusive design systems and accessibility-first tooling
• Ethical AI interface critiques and speculative prototypes
• Systems thinking applied to real-world constraints
• Cross-disciplinary synthesis across design, dev, cartography, and ethics

I’m expecting to contribute to open-source projects like Fairsense-AI and SHAP (SHapley Additive exPlanations) to advance bias mitigation and responsible deployment in AI. (Fall 2025)

Let’s connect if you’re building toward ethical defaults, inclusive outcomes, or principled innovation.