A staged-transparency news prototype. I built the evaluation it was assessed against: Amershi's interaction guidelines, Liao's explainability checklist, and persona walkthroughs. Illustrative sample data, not a live extraction.
Open the prototypeHelps a staffing recruiter prepare for a screening call, run it, and hand it off. It never scores or ranks a candidate.
See how it was tested
Independent project
A local view on my Mac of how Claude Code, Codex, and Cowork are set up, what they reach, and what they cost. It started with my own frustration: frequent rework, or Claude Code and Codex not following the instructions or skills I thought they were supposed to be running.
A five-agent orchestration prototype for supply chain risk. The business rules, user requirements, and human-in-the-loop override controls show how automated systems can surface transparent, audit-ready decision packages.
Open the prototype"An outstanding project... demonstrating an intentional focus on trust, transparency, and traceability that truly reflects human-centered leadership."
I've spent 10 years bridging executive strategy and technical execution at Toyota, Dell, CRC Group, and World Kinect. Insurance and benefits, supply chain, energy, and finance.
B.S. Human-Centered AI, Texas Tech University, expected December 2026.
