Personal Highlights

Curious about the systems behind products, teams and decisions.

AI & Workflow Design

  • Practice Uses prompting and lightweight coding to prototype internal tools.
  • Focus Looks for repetitive work that can be standardized or automated.

Visual Communication

  • Workflow Uses SOPs, smart documents, mind maps and Obsidian to structure production processes and analysis.
  • Apparel tools Uses CAD, Style3D and Blender for apparel structure, modelling and visual communication.

Field Research

  • Experience Visited companies and production floors to understand operating constraints.
  • Habit Validates assumptions against people, processes and source data.

Product & Consumer Insight

  • Business Connects with sales and marketing to understand channel goals and market feedback.
  • Data Examines sales, channel and inventory data to support demand forecasting and production decisions.