Notes on cybersecurity, machine learning, and building things.
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Every friend group gets the yearly urge to play Minecraft for two weeks. Here's the pipeline I built so updating my server stops being the annoying part.
How I tracked down why my homelab server suddenly got slow, and fixed it properly instead of just throwing more drives at it
a guide to self-hosting and data ownership
Benchmarking 11 ML and deep learning models for IoT intrusion detection deployed directly on physical MCU hardware.
Project based learning for Golang
Privacy-first community chat platform (think Discord but FOSS, self-hostable, no surveillance). Part of the Hydraulisc ecosystem.
FOSS alternative for linktree
AI system that automates gameplay in Trackmania using computer vision and deep learning.
A full-text search engine for large text datasets, built on Elasticsearch, Flask, and resume-capable batch indexing.
YOLOv8-based weed detection pipeline that turns drone GeoTIFs into geolocated heatmaps for farmers.
Raspberry Pi 4B based router running OpenWRT
A privacy-focused blogging platform with PGP-enabled profiles, built on Laravel + Livewire + Alpine. v1, now retired.
A Python tool that mines the NLTK words corpus for available, brandable domain names via WHOIS.
13 weeks building a CSRD-compliant sustainability data platform for a large brewery group on Microsoft Fabric and dbt.
A short post about hosting and deploying.
A 2FA system using PGP challenge-response for identity verification without KYC or personal data collection.
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