CairnCareers never touches your LinkedIn account. It writes the blocks, shows you what they will look like, and you paste them in. That is a deliberate limit, not a missing feature.
Aspiring UX Researcher | Psychology and Design | I turn user needs into decisions teams can act on
Psychology major heading into UX research. I like the messy start of a problem: sitting with real users, finding the need under the request, and giving a team a direction it can move on. I use AI to speed up the busywork and keep the judgment human.
Ran 12 moderated usability sessions with real users. Cut task failure from 40 percent to 18 percent in one release. Clustered 200 open survey responses with AI, turning six hours of analysis into one.
Led a 6-person team through a term-long redesign and shipped on time. Started a monthly critique night that grew turnout from 5 to 23.
No product can read, edit, or watch your LinkedIn profile for you. Anything claiming to either scrapes, which will never be built here, or asks for your password, which you should never give. So this page is the source of truth and you take the last step.
The published AI-exposure number is built only from O*NET task data, Eloundou et al., and METR. Pay, growth, networking, portfolio, and clean-up are context and never move it. A 0–100 exposure scale.
This dashboard is a sample. Maya Rivera, Northlight University, Northbeam, Lumen, and Verdi Labs are invented, and every figure on this page is sample data, not a real result.
