./Linear Regression: ML's Hello World.
Learn the math and write the code: Build the model from scratch with me.
22 Dec 2025
../The Reality Check: How bad is my model?
From math to metrics: Exploring Error and Fit Metrics with Validation Procedures
4 Jan 2026
./Skid - HackMyVM Writeup
Chain of command injection to RCE, followed by brute-forcing root.
12 May 2026
./Exploiting the Mathematics of Isolation Forests
Desensitizing Anomaly Detection Models via Unauthenticated Internal Kafka Streams
18 June 2026