Writing
Thoughts on AI, accessibility, and human-centered technology
AI Accessibility Engineer & Systems Thinker
For decades, we've forced humans to adapt to computers.
I'm reversing that.
I build laddersβtechnology that meets you where you are and helps you climb to expertise previously out of reach. My work turns accessibility knowledge, semantic documents, and messy workflows into systems people can inspect, trust, and actually use.
Adaptive Technology
Technology should adapt to how you think, not vice versa
Multiplying Expertise
Expertise should multiply, not gatekeep
Universal Computation
Every way of knowing deserves computational power
Transparent AI
AI should show its work (glass box, not black box)