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7.6
@samizoss
AI Fluency Score
7.6/10
Assessed 12/2/2025
Velocity
Legacy AI Cred score
This score uses an earlier AI Cred rubric. The dimension labels below match that rubric.
Prompt Mastery
7.4
out of 10
Technical Understanding
7.2
out of 10
Critical Evaluation
7.6
out of 10
Practical Application
8.5
out of 10
Workflow Design
7.8
out of 10
Generated 12/2/2025
Sami Zoss is a consultant with 3+ years of hands-on AI experience who builds infrastructure, not just workflows. She architects custom RAG systems from 5,000+ page knowledge bases, designs MCP integrations that connect her tools intelligently, and constructs Zapier automations that compress complex meeting prep from hours to minutes.
What makes Sami distinctive: she's achieved genuinely sophisticated technical outcomes—multi-model evaluation frameworks, virtual advisor systems with strategic personas, custom learning infrastructure—all through relentless experimentation rather than formal training. She represents what's possible when clinical curiosity meets practical problem-solving.
Currently supporting nonprofits and philanthropy organizations, Sami is positioned to help entire teams unlock what she's built for herself.