Experiments

Explorations in design, technology, and interactive storytelling.

WEKA-MCP Project 46 typed MCP tools
RandomForest86.4%
Logistic85.1%
SMO85.1%
NaiveBayes83.5%
Open source · GPL-3.0

WEKA-MCP Project

A typed Model Context Protocol interface that lets language models work with WEKA for dataset analysis, training, prediction, evaluation, clustering, and diagnostics.

2026 · WEKA · MCP · TypeScript · Java
P1 · Confidence ranges
P2 · Scenario gauge

Counterfactual XAI

An XAI design pattern library for making AI decisions clearer, more actionable, and easier to trust.

2025 · Explainable AI · Design systems

Little Loops

A living library of 8 scroll-reveal microinteraction patterns: fade, slide, stagger, clip, scale, counter, parallax, and CSS-native scroll-driven animation.

2025 · HTML · CSS · JS
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Atlas Signal

A research paper library for opportunity hunters, with academic signals scored and filtered so you know what's worth your attention.

2025 · HTML · CSS · JS

Bookmapped

A visual reading companion that transforms books into navigable maps of chapters, themes, concepts, frameworks, and connected ideas.

2026 · Knowledge design · Visual learning

CardCover

A staged travel insurance claims review prototype for card-linked coverage, starting with a React app shell and typed synthetic claims data for later human-in-the-loop review flows.

2026 / React / TypeScript / Tailwind

Compliance Copilot

An agentic triage tool for product teams. It classifies new feature specs against the EU AI Act, decides what information it still needs, then generates legal handoffs and design checklists for the people who act on them.

2025 · EU AI Act · Agentic UX

WijkWise Planner

A simulation-first planner for Dutch neighborhoods. Adjust a few controls and see projected grid congestion risk, transformer headroom, and electrification readiness, explained by named AI agents.

2025 · HTML · CSS · JS