Information management
Tools for organizing, editing, versioning, and retrieving documents and structured information.
categori.se
Design, prototyping, and development hub for information systems, knowledge tools, and AI-enabled workflows.
categori.se is a collection of applications and applied experiments focused on documents, data, maps, surveys, automation, and decision support. The projects are separate today, but share a common goal: making complex information easier to use.
Explore current workCapability areas
Practical systems for working with complex information
Knowledge systems
Experiments in turning scattered information into searchable, reusable, connected knowledge.
Data collection
Survey, assessment, monitoring, and review tools that produce structured data from real-world workflows.
Geospatial interfaces
Map-based tools for exploring projects, places, risks, resources, and relationships.
AI-assisted workflows
Practical uses of AI for research, review, summarization, classification, and decision-making.
Decision support
Interfaces that help people move from information to judgment, prioritization, and action.
Active projects and prototypes
A growing collection of useful experiments
26 public projects and archives, from survey tools to maps, visualizations, technical notes, and older web experiments.
categori.se
The development hub itself: a small static home for connected experiments and practical information tools.
lng0
A translation workspace for turning source text into focused language requests, flashcard decks, and speech practice material.
Technical context: language learning · translation workflow
teknik
Technical notes on building, maintaining, and debugging small static and data-focused web systems.
Technical context: static publishing · web infrastructure
foto
A photographic archive and companion site.
travelogue
An archived collection of travel writing and related experiments.
aaron-kyle.com
An older personal landing page retained as part of the wider web archive.
applied-anthro.com
A collection of pages and working material on social policy and applied development practice.
iam-research
A public research working directory.
umni.design
A small public web presence for a related design practice.
dataviz
Source material and published studies for data visualization experiments.
archive
A private document archive and retrieval workspace for retained project material.
Technical context: document archive · private workspace
ESIA-AI
An environmental and social review workspace for projects, documentation, and decision-support workflows.
Technical context: project review · workspace UI
Bhutan spatial data sources
A directory of spatial data sources for work in Bhutan.
ICIMOD land cover Nepal
An interactive view of land-cover data for Nepal.
Nepal household facilities 2011
An interactive exploration of household facilities data from Nepal’s 2011 census.
MassGIS aerial photography
A web map study using Massachusetts aerial photography.
3Band CIR 8Bit imagery
A visualization experiment with color-infrared imagery.
NOAA sea level rise
A map interface for exploring sea-level-rise information.
NOAA urban heat island mapping
A data visualization of urban heat island mapping.
PAD-US
A map exploration of protected-area data for the United States.
Key biodiversity areas
A map of the World Database of Key Biodiversity Areas.
WDPA
A map exploration of the World Database of Protected Areas.
Protected areas
A comparison of protected-area and key-biodiversity-area datasets.
World Bank gender data portal
A long-form exploration of World Bank gender data using Observable Plot.
map-folio
A map-making experiment for exploring places and relationships through web-native geographic interfaces.
Technical context: SVG · D3 · Observable Framework
surveyslate
A survey generator for turning field and review workflows into reusable, structured questionnaires.
Technical context: Observable · AWS deployment
Contact
Contact
Get in touch about collaboration, a research question, or a practical information-tool problem worth exploring.