Product and systems work: what the problem was, what I chose, and what shipped.
Written for programmes in AI products, software engineering and computer science.
Spool
ReleasedA local-first project workspace that hands long-running context to AI through a desktop app, an MCP server, and a CLI engine slot that runs your own AI CLI.
- Latest release, signed and notarized
- v0.7.4
- Real API calls in pre-release evaluation
- 557 (2026-08-20 to 08-24)
Start here: it is the only one that shipped, and the only one you can download and check.
Multi-robot control for warehouse sorting
CompletedWorked on a simulation-based multi-robot control system for warehouse sorting, integrating task scheduling, path planning, traffic control, and robot communication.
The same engineering habits inside someone else's codebase, under a supervisor's review.
FLUX
In progressA browser MIDI workbench is built; the study asks how a model should develop a musician's own draft, and what musicians take from it.
Where the work is heading, and what is honestly not done yet.
SmartTravel
CompletedA travel planning app built by a student team around a recommender; I defined its modules and designed the interactions that feed it behavioral signals.
Team software engineering: I defined the app's structure and built the screens that feed its recommender.



