open source projects
These lands were charted by the source, not by hand.
Public repositories, mine and The Pulse Engine's. Everything here is open source, and most of it started as something I needed and could not find. The figures in the ledger come from the GitHub API, not from me typing them in.
The holdings written out at length. Each one has its own page: what it does, how it works, and what it deliberately does not do.
An open-source market analysis platform that merges price data with news sentiment into one explainable signal, runs the whole scan on your own machine, and shows its working for every score it prints.
Python · 13 stars · 326 commitsA daily correlation scan across news, markets and government data that prints, with equal visual weight, what the identical pipeline finds in pure noise. It has published zero edges so far, and that is the correct result.
Python · 1 star · 75 commitsA local-only web app that finds where your personal information is exposed online, tells you honestly when a check failed rather than calling it clean, and generates the data-removal requests under the law that actually applies to you.
Python · 13 stars · 48 commitsA Windows browser wrapper that measures a fixed set of security properties before it will let the browser start, refuses to launch if any of them cannot be proved, and reports the things it cannot enforce as not enforceable instead of showing green.
Python · 6 stars · 35 commitsA neuroevolution sandbox in one Python file: a network that adds and removes its own neurons, evolves its activation functions by genetic selection, and draws every step of it while it runs.
Python · 2 stars · 15 commitsA product ideation study of visitor entry at Vijaybhoomi University: three interviews, eight card sorts and five tree tests, ending at a modelling problem rather than at a redesigned form.
HTML · 1 star · 7 commitsA basketball prediction pipeline that fetches real NCAA games from ESPN, trains six models against each other, deploys the winner, and retrains itself on a schedule. Its accuracy went down when it was fixed, and that is the part worth reading.
Python · 2 stars · 77 commitsA compact chess engine that learns entirely by playing itself. Monte Carlo tree search guided by a policy and value network, with the whole pipeline in the open: self-play, replay data, training loop, checkpoints, and a command line you can play against.
Python · 6 stars · 66 commitsEverything else the survey found, described by its own repository. These are drawn on the map rather than written out, and a name here goes to its holding in the province.
A small Python tool to obfuscate images against automated scraping and basic ML analysis. Adds controlled perturbation, so the picture still reads to a person and reads worse to a model. GUI and CLI, Windows builds in releases.
github.com/Codex-Crusader/Image-ProtectorYour browser, finally organised. A local-only Chrome extension that groups sites into stacks, tracks usage, and shows what you're paying for but not opening.
github.com/Codex-Crusader/Stack-SightA desktop app that opens a random public repository, or a random good first issue, one click at a time. For finding something to contribute to when the search box wants a query you do not have. Tkinter and the GitHub REST API, no hardcoded list.
github.com/Codex-Crusader/Random_Github_Repo_FinderThe infinite monkey theorem run rather than quoted: a process per core hammering out random strings until one matches the target exactly, with a live attempt rate so you can watch the odds refuse to move. Standard library only.
github.com/Codex-Crusader/infinite-monkeysDeliberately terrible code, written on purpose and annotated with what it costs. Each entry carries the complexity analysis and the correct version beside it, so the anti-pattern is an argument for the rule rather than a list to memorise.
github.com/Codex-Crusader/coding-war-crimesA meme gallery that refills itself. A GitHub Actions cron pulls five fresh images every morning, rebuilds the page and redeploys it. No server, no database, and nothing to keep paying for.
github.com/Codex-Crusader/meme-webAn Android payment app experiment in Kotlin and Jetpack Compose, built around offline-capable payment flows. Chooses between payment rails (USSD, binary SMS) by carrier and signal so a payment can still complete when the best path is unavailable. Open to contributors.
github.com/The-Pulse-Engine/pay-off