Things

Products, experiments and research I'm building or exploring.

KnowDish

liveProduct

Making it easier to choose a meal-prep service based on what actually matters.

KnowDish came from noticing how difficult it is to compare prepared-meal services without opening a ridiculous number of tabs. Prices are structured differently, nutritional information isn't presented consistently, and every provider claims to be the convenient or healthy option.

I'm building it as an independent comparison platform for the UK market, combining structured provider and meal data with tools that help people find a service based on their own priorities.

Currently900+ meals across 13 services, provider comparison, meal data, personalised matching, and an expanding longitudinal dataset.

MetricBraid

liveOpen source

Wearable data is only useful if you know which measurements to trust.

I started MetricBraid because wearable data is often treated as though every metric is equally reliable. It isn't. Different devices measure some things directly, estimate others, and expose very different levels of validation and provenance.

MetricBraid is an open-source ruleset for helping AI reason more carefully about wearable data using sensor capabilities, provenance and validation evidence.

CurrentlyAn evolving open-source framework for interpreting wearable metrics with more explicit reasoning about confidence and source quality.

WherePup

buildingProduct

Because your camera roll isn't a memory system.

WherePup started from a simple observation: we document our dogs constantly, but most of those memories disappear into an endless camera roll.

I'm building a private digital scrapbook for documenting life with your dog — organised around meaningful periods, moments and shared memories rather than likes, feeds or public posting.

CurrentlyIn development, with a focus on private journaling, shared memories and a calmer alternative to social-first pet apps.