Now
Now
Current work is centered on building data quality, vacancy-related computer vision, and the question of how cities are experienced beyond what records can directly store.
Updated: 2026-04-09
Working on
- Turning research artifacts into readable public documentation
- Keeping the building registry quality thread active through publishable summaries and linked notes
- Organizing the vacancy grading project so the method and administrative context are both visible
Learning
- How to use image-based workflows without flattening urban complexity into a single score
- Better ways to connect spatial analysis, public communication, and reproducible research pages
Thinking about
- Where urban datasets disagree
- Were demolished buildings different from the start?
- What kinds of urban sensing are useful precisely because they are imperfect
Keeping alive
- Development of an AI-Driven Imputation Model for Floor Area Ratio Missing Data
- Research on Housing Burden Using the PIR Index
Paused
- A larger, public notebook section with more essays and reading notes. I want the structure to be right before expanding it.