Blog

Notes on cybersecurity, machine learning, and building things.

Edge AI IDS on Microcontrollers

Benchmarking 11 ML and deep learning models for IoT intrusion detection deployed directly on physical MCU hardware.

PythonMachine LearningTinyMLIoTCybersecurityEmbeddedResearch
May 31, 2026

Learning Go

Project based learning for Golang

GoLearningProgrammingCybersecurity
March 30, 2026

Aquilo (WIP)

Privacy-first community chat platform (think Discord but FOSS, self-hostable, no surveillance). Part of the Hydraulisc ecosystem.

JavaScriptSQLitePGPAES-256OAuth
March 16, 2026

Linkpen

FOSS alternative for linktree

FOSS AlternativeJavaScriptProgramming
February 28, 2026

AI Game Automation System

AI system that automates gameplay in Trackmania using computer vision and deep learning.

PythonMachine LearningDeep LearningComputer VisionAutomation
February 27, 2026

Portable Router running OpenWRT on a Raspberry Pi 4

Raspberry Pi 4B based router running OpenWRT

Open SourceNetworkOpenWrtRouterRaspberry PiCybersecurityVLANs
February 24, 2026

Self Hosting

A short post about hosting and deploying.

HostingServerProxyPangolinDocker
February 21, 2026

Cloud IDS

An ML-based intrusion detection system trained and evaluated on the UNSW-NB15 cybersecurity benchmark dataset.

PythonJupyterDockermachine learningcybersecurity
February 19, 2026

PGP Verification

A 2FA system using PGP challenge-response for identity verification without KYC or personal data collection.

PythonStreamlitPGPycryptographyprivacy
February 19, 2026