Simon's little corner of the internet

Simon

Projects

Projects I've undertaken in no particular order.

Some are open source at: https://github.com/simonamdev

permess.mt

A dataset consisting of all planning permits on the Maltese Islands. Users can receive email alerts about new permits in their vicinty.

Written in Python & Typescript, hosted on Hetzner.

vuci.mt

A long term project to gather transcription data of the Maltese language to create high quality and free open weights speech to text AI models.

Firework Factory Tracker

A map showing different fireworks factories in Malta and showing the potential impact if an accident had to occur.

Cake

A more efficient downloader for huggingface models. Leverages weights duplication on disk to reduce both storage and transmission costs. Initial findings showed 15.5% (43TB) of duplicated weights found on huggingface’s text-gen model category.

Minecraft Server MCP

An MCP (Model Context Protocol) server for interacting with a Minecraft server using LLMs and AI agents via RCON.

Written in Go.

Maltese AI Lawyer Experiment

Code for a talk given about attempting to create a Maltese AI Lawyer. Comprises an LLM + RAG system using approx 20,000 PDFs.

CharityBot

An automated system to automate and provide real-time feedback to livestreamers during charity events. Written in Python, using Flask and JavaScript.