Ideas, turned into working systems.
Explore the real request paths, model weights, persistence decisions, and failure fixes behind each build.
critical.lol
A multi-surface creative technology platform spanning seven browser games, real-time multiplayer rooms, client-side AI inference, a procedural Three.js horror game, and a downloadable Windows DFIR publication.
Vise Network Core
The distributed core behind a multi-server PvP network, combining fast local state, Redis pub/sub and telemetry, durable MariaDB records, and controlled service integrations.
MNIST Neural Network
A 784-128-64-10 handwritten digit classifier built from scratch, with real trained weights available for live inference.
Announcements Infrastructure
The automated publishing pipeline behind a school announcements platform: scheduled Google API ingestion, AI-assisted summaries, generated static assets, and production delivery through Nginx and Cloudflare.
“The best way to understand a system is to build the parts that disappear into the work.”
— Bashar Zain