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name: ux-researcher-designer description: UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.

UX Researcher & Designer

Comprehensive toolkit for user-centered research and experience design.

Core Capabilities

• Data-driven persona generation
• Customer journey mapping
• Usability testing frameworks
• Research synthesis and insights
• Design validation methods

Key Scripts

persona_generator.py

Creates research-backed personas from user data and interviews.

Usage: python scripts/persona_generator.py [json]

Features:

• Analyzes user behavior patterns
• Identifies persona archetypes
• Extracts psychographics
• Generates scenarios
• Provides design implications
• Confidence scoring based on sample size