complexity, decoded.
Research • AI Evaluation • Content Quality • Systems & Operations
I evaluate complex information, identify failure modes, and turn expert judgment into clearer decisions, content, workflows, and evaluation criteria.
CONTENT STRATEGY
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INFORMATION SYNTHESIS
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RUBRIC DESIGN
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EVIDENCE-BASED ANALYSIS
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SYSTEMS THINKING
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ANALYTICAL REASONING
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PLAIN LANGUAGE TRANSLATION
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PATTERN RECOGNITION
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CROSS-DOMAIN RESEARCH
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EDITORIAL REVIEW
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CONTENT STRATEGY ◆ INFORMATION SYNTHESIS ◆ RUBRIC DESIGN ◆ EVIDENCE-BASED ANALYSIS ◆ SYSTEMS THINKING ◆ ANALYTICAL REASONING ◆ PLAIN LANGUAGE TRANSLATION ◆ PATTERN RECOGNITION ◆ CROSS-DOMAIN RESEARCH ◆ EDITORIAL REVIEW ◆
AI EVALUATION & TRAINING
Rubric-based evaluation, prompt/scenario development, comparative response review, fact-checking, failure analysis.
STRATEGIC CONTENT & RESEARCH
Writing, editing, source verification, synthesis, audience adaptation.
HEALTHCARE & BEHAVIORAL HEALTH
Clinical psychology, behavioral health research, healthcare operations, evidence review, professional publication (book publishing, peer-reviewed journal articles, consumer content).
OPERATIONS & SYSTEMS
Program management, workflow design, implementation, QA, frontline systems.