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:
I am not sure yet what my final contribution will be, but I am excited to develop this with people from many backgrounds and perspectives and publish it.
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.