THOUGHTS         ABOUT

AI  WORK

AI Systems and Developer Tools

Conversational AI Systems (Xerox PARC)
White Paper  |  Case Study

Conversational AI (NLU, Dialog Systems, NLG)
Case Study Concept

0→1 Application of  ML and AI on Massive Scale
Case Study

Applications of AI in Healthcare

Responsible AI UX (Olay Skin Advisor, 2016)
Case Study PRD

AI Diagnostics Platform (BioTrillion, 2019)
PRD Product Design

Standards and Regulatory

Federated Identity Standards (Liberty Alliance)
White Paper

Human Factors Validation Protocol Submission to FDA
FDA Filing

Specializing in AI‑driven product design, I deliver experiences that feel coherent, trustworthy, and deeply human—simplifying complex technologies for consumers, engineers, scientists and physicians across desktop, web, mobile and IOT devices. 


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