Playground
Discover my side projects and archived endeavors in the Playground — experimental design concepts and coding projects beyond client work. This is where a tool gets built because I needed it myself, or an idea gets tested end to end before it earns a place in something a client pays for. Same standard as the case studies: shipped, used, and honest about what it does.
A browser extension that blurs whatever shouldn't be on screen — client names, invoices, an inbox behind the tab you meant to show — while you share it. Click an element to hide it, click again to bring it back. Everything happens on the machine: no cloud, no AI, no account, nothing uploaded to be redacted. It runs in Chrome, Edge, Brave and Firefox, and Google featured it. The idea came from the failure mode of doing this after the fact: blurring a recording frame by frame costs hours and one missed frame leaks it all, fixed blur boxes slide off the data the moment the page scrolls, and a live call has no “later” at all.
An application for financial regulators that reads sustainability disclosures and surfaces the claims a company's own numbers don't support. Python handles the preprocessing, an LLM does the reading, and the output is a report of inconsistencies with the passages they came from — up to a thousand times faster than reviewing the documents by hand. Built with ImpactScope for the GFIN TechSprint, where it won the Eureka Prize.