Builds
My side projects are where I explore problems through building. They often start with something I experience, encounter at work, or notice around me. I use them to research ideas, experiment with possible solutions, and learn along the way.
46 typed MCP tools
WEKA-MCP Project
I contribute to WEKA-MCP to deepen my understanding of machine learning while exploring how non-experts can work with it through LLMs. Along the way, it became my first contribution to an open-source project.
Counterfactual XAI
I created this XAI pattern library to explore clearer and more actionable ways to explain machine learning outputs.
Little Loops
I built this microinteraction library while exploring how motion could make my gamified assessment interfaces more engaging.
Atlas Signal
I built Atlas Signal to make research papers easier to scan and surface ideas worth exploring further.
Bookmapped
I built Bookmapped to help me understand and remember technical books by visually connecting their key ideas.
CardCover
I built CardCover to explore how AI could support travel insurance claim reviews while keeping people in the final decision (human-in-the-loop).
Compliance Copilot
I built Compliance Copilot to explore how AI could help product teams make sense of the EU AI Act in their day-to-day work.
WijkWise Planner
I built WijkWise Planner to explore how AI and simulation could make complex neighborhood energy planning easier to understand.