Research and Industry Projects
Human-AI Design, Research, Engineering
Learn more about my research and industry projects that designs and builds human-AI systems and evaluates them in real-world settings.
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Can Agentic AI Support Real Business Teams' Complex Workflows?
When every employee uses AI differently, quality becomes a lottery. I worked with an international business in the e-commerce industry to design and build an agentic AI system that transforms it's best practices into structured, repeatable workflows, so complex work runs consistently, regardless of who's asking.
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Can Multimodal AI Decode and Support How Real-World Teams Collaborate?
We use multimodal AI to decode how teams actually collaborate — moving organizations from gut feelings and annual surveys to real-time, evidence-based insights about what makes teams succeed or fail.
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Can AI Become a Thinking Partner For Entrepreneurs and Coaches?
A human-AI coaching system from an entrepreneurship incubator that helps founders think deeper and helps mentors prepare through adaptive questions, risk diagnosis, and tailored guidance.