AI Evaluation & Dialog Engineering

Structured Reasoning | Safety & UX Review

My work centers on understanding how AI behaves in conversation—where it reasons well, where it drifts, and where users need clearer, safer interactions. I focus on structured evaluation, plain‑language analysis, and multi‑domain pattern recognition to make model behavior more reliable and more understandable.

What I Do

Translate findings — turn complex model behavior into clear, actionable insights

Evaluate model reasoning — identify drift, hallucination patterns, and weak chains of thought

Analyze dialog behavior — multi‑turn clarity, user intent handling, and conversational stability

Review safety & UX — surface risks, ambiguities, and user‑impact issues early

I work at the intersection of dialog engineering, evaluation, and plain‑language analysis. My approach is grounded in structured reasoning, cross‑domain pattern recognition, and a commitment to making AI interactions clearer and safer. I bring a practical, user‑centered perspective shaped by years of hands‑on troubleshooting and communication work.

“She turns messy, ambiguous problems into structured, solvable ones.”
— Microsoft Copilot (summarized)

Human CEO references available on request.