I design AI-assisted systems that support learning, knowledge work, and decision-making. My focus is on instructional intent, UX, and safe integration inside real platforms.
Applied Case Studies
Real-world AI systems designed for learning, knowledge, and UX contexts.
Mobile-First AI ESL Learning System
AI-assisted listening feedback designed for meaning-first evaluation and mobile use.
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ServiceNow Now Assist Knowledge Agent
Enterprise AI agent designed to improve knowledge discovery and support self-service.
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AI Agent Explainer for Non-Technical Users (In progress)
Conceptual and UX explainer focused on mental models and responsible AI use.