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8.1
@MaraThorsrud
Director of UX, Agentic Practitioner
AI Fluency Score
8.1/10
Assessed 12/3/2025
Velocity
Legacy AI Cred score
This score uses an earlier AI Cred rubric. The dimension labels below match that rubric.
Prompt Mastery
8.3
out of 10
Technical Understanding
7.4
out of 10
Critical Evaluation
7.9
out of 10
Practical Application
8.8
out of 10
Generated 12/3/2025
Mara Thorsrud is a UX professional who, in just 2-3 months of intensive work, has built what most practitioners take years to develop: systematic AI infrastructure that actually scales.
She doesn't just use AI tools—she architects evaluation pipelines, builds custom assistants with structured rubrics, and catches subtle failure modes that would slip past casual users. Her UX background translates into something rare: the discipline to document, version, and quality-test AI systems like production software.
What makes Mara's trajectory compelling is velocity. She's learning agentic workflows while simultaneously shipping client work, compressing years of experimentation into months. She's positioned to lead AI adoption initiatives—not someday, but now.
Workflow Design
8.2
out of 10