I study how people judge the applicability of evidence in AI-mediated work. My work connects organizational experience reuse, differing perspectives, and applied machine learning into practical decision support.
Keeping differing perspectives connected to customer evidence.
Graph Engineering with Multi-Agent Systems for Business.
I am developing an approach to connect customer opinions with their usage contexts, tradeoffs and source evidence, so people can inspect why perspectives differ.
Conceptual structure
Evidence in context
Recurring perspectives
Context-sensitive relations
My contribution:
Not really sure yet! But I am excited to develop this conceptual idea into a deep research question with people from many backgrounds and perspectives.
Earlier product and interface work shaped my interest in how people move from information to decisions.
Design & Product · Team project · 2023
STEEL CUT
A scrap-price forecasting dashboard that organized headline indicators, supporting data and explanatory help. I served as project manager on a five-person team.