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.