Making Council Questions Visible
AI Legislative Analysis
Classified and visualized general-question materials with AI assistance to examine the public issues discussed by the council.
MY ROLE Data analysis and visualization
I draw on policy research and public-service practice to organize dispersed information, work across teams, and build websites, data tools and workflows.
Researcher · Builder · Civic Technologist
AI Legislative Analysis
Classified and visualized general-question materials with AI assistance to examine the public issues discussed by the council.
MY ROLE Data analysis and visualization
huiwen.tw
Brought information architecture, content sources, search and release verification into a continuously maintained digital product.
MY ROLE Product, data, content governance and release workflow maintenance

Co-creating a useful digital citizen platform
A public hearing on 9 September 2025 examined how an integrated entry point could help residents find and use public services, alongside privacy, accountability, and service governance. I contributed to issue research and hearing preparation.
MY ROLE Issue research and hearing preparation
Digital civic services,
begin with a usable entry point.
Cities, institutions and government data.
Make the method, evidence and limits visible together.
Reading the questions a city asks
A research note on what the May 2025 council-question analysis can show, and what it cannot establish.
Government data quality research
A method for comparing budgets, targets, reported progress, dates, and versions across official documents, separating substantive discrepancies from changes in definitions or updates. The public description focuses on method and makes no unsupported claims about policy outcomes.
A useful system
should make its limits clear.
Users should know what a system can do and when human judgment is still needed.
Ongoing work from council-question research and drafting to public dialogue, visual communication and website maintenance.
Experience ↗Hong Lin works across policy research, public governance and AI systems design, with a focus on cities, institutions, government data and knowledge infrastructure. He also builds civic-tech projects, websites and personal knowledge systems.
About Hong ↗