Method

AI Workflow

I use language models, network analysis, and small algorithms to organize information, compare options, and support design, research, and teaching workflows.

Interior proposal beneath Palazzo del Lavoro's Nervi roof

2023/2024

Palazzo del Lavoro

This connects to AI Workflow because ChatGPT 4.0 helped structure actors, heritage values, problems, and design responses as JSON, while GitHub and Kumu turned those relationships into a traceable decision network rather than generating the architectural form.

Algorithmic group formation workflow from brief to final groups

2024–2026

Algorithmic Group Formation

This connects to AI Workflow because an optional OpenAI API module turns an instructor's course brief into editable questionnaire suggestions, Similarity or Diversity tags, and starting weights. Instructors review and approve every item; the AI does not directly decide the student groups.

Interactive portfolio map connecting works, methods, contexts, and themes

2025–2026

This Is Not a Portfolio

This connects to AI Workflow because AI assisted parts of the writing, coding, and content preparation while the project kept authorship, editing, and the question of honest self-representation visible.