Writing
Notes on LLMs, side projects, and making technology more accessible.
Building a VPS Metrics Dashboard
A lightweight, self-hosted VPS monitoring solution with Python, Docker, and a web dashboard.
Running LLMs on a Steam Deck in 5 minutes
A step-by-step guide to setting up your Steam Deck to run local Large Language Models using llama.cpp and Distrobox
Fine-tuning a 3B Model for Transcript Analysis
How I fine-tuned Llama 3.2 3B to outperform 70B models on transcript analysis tasks
ToddlerTones: offline, toddler-proof soundboard
An offline Android soundboard app with a gentle 'Find it' game built in Kotlin/Compose
All-in-1 AI Tutor: Processing a Wikipedia Article Just Once
A system for converting Wikipedia articles into comprehensive learning modules using a single LLM with lightweight adapters
Democratizing Education: An AI Tutor for Every Child
Creating accessible offline AI tutoring systems for underserved communities using fine-tuned models
Reluctant Buddha: Fine-Tuned LLM for Shitty Insights
Building a 1B parameter chatbot with distinctive personality running on CPU-only hardware
Projects
A collection of side projects and tools I've built
About
Platform Operations Engineer focused on making technology more accessible