Projects

ProverbIT

ProverbIT website

ProverbIT is a benchmark designed to evaluate how Large Language Models handle the completion of Italian proverbs. The dataset includes 100 traditional proverbs, each paired with four carefully crafted alternative endings that challenge the model's understanding of meaning, rhyme, and logic. This project explores the discrepancy between the models' general familiarity with cultural content and their ability to apply it correctly in constrained tasks. The results offer insights into the types of errors LLMs make when interpreting idiomatic expressions.

The project was created in collaboration with Enrico Mensa (aka Enkk) and Lorenzo Zane.

TwitchItalia Insights

TwitchItalia Insights Website

GitHub Repository

Collected and processed over 300 million messages from more than 1.7 million unique users by downloading all Italian Twitch chat data as of December 2023.

Conducted in-depth analyses on various aspects of the data, including raid patterns and emote usage.

Developed a visual graph using Gephi to map the relationships between different Twitch channels, revealing the proximity and connections between various communities.

Created a website where all analysis results are accessible, allowing both content creators and community managers to explore actionable insights and better understand their audiences.

SubCanvas

SubCanvas Website

GitHub Repository

Subcanvas is a website where an image is initially obscured and divided into small sections. Throughout the month, users a from specific Twitch chat can reveal sections of the image by subscribing or donating, with a new image presented each month. I developed the backend for this project, handling subscription and donation detection, and exposing data via APIs. The project was created in collaboration with Enkk (a streamer who uses this project) and lorenzozane.

Twitch Partner Plus Points Enpoint

Project Website

I created this enpoint to check Twitch Partner Plus Program Points. It can be used to make an overlay and show on stream the current points.

MyIpTracker

GitHub Repository

MyIpTracker is a Python script that notifies the user when their public IP address changes. It does this by checking the public IP address and comparing it to the previous one, and if it detects a change, it sends a message to the user via Telegram bot.