Maker

Mauro Pellonara • Peerlist

<h3>Stop the Slop: AI Script Detector for YouTube</h3><ul><li>Real-time AI Detection: Analyzes YouTube video transcripts in real-time to identify AI-generated content, robotic narration, and recycled scripts.</li><li>Privacy-First: A free, open-source browser extension with zero tracking, no login required, and no tracking cookies. Video transcripts are processed locally for analysis.</li><li>Intuitive Interface: Features AI probability gauges and sentence-by-sentence linguistic heatmaps displayed directly on the YouTube page.</li><li>Thumbnail &amp; Feed Badges: Receive instant AI probability badges on video thumbnails in your Home feed, Search, and Recommendations.</li><li>Sentence-Level Heatmap: Inspect a detailed breakdown to pinpoint specific robotic sentences and repetitive formulas that triggered the AI detector.</li><li>Performance Optimized: Utilizes Cloudflare Edge Caching for sub-100ms instant verdicts on analyzed videos.</li><li>Adaptive Design: Seamlessly matches YouTube's dark and light aesthetics with automatic OS system preference detection.</li><li>Multi-Browser Compatibility: Built on modern Manifest V3 standards, compatible with Google Chrome, Brave, Microsoft Edge, Opera, and Mozilla Firefox.</li></ul>How it Works:<ol><li>Extract Transcript: The extension non-intrusively extracts official or auto-generated subtitle tracks directly from the YouTube page.</li><li>Edge AI Evaluation: The transcript is analyzed via a fast Cloudflare Worker API to detect typical LLM stylistic markers, sentence perplexity, and repetitive filler formulas.</li><li>Instant In-Page Score: Receive an intuitive probability gauge and an itemized breakdown of flagged sentences in the extension popup and on-screen badge.</li></ol>Stop the Slop is 100% free, open-source under the MIT license, and contains no ads or paywalls. It requires a transcript to analyze and works with both manual creator subtitles and YouTube's auto-generated captions.

Stop the Slop

- Built a user-friendly web app that helps private tutors organize their lessons, manage their business and improve the learning experience - Provide tutors with insights into their business performance by displaying the data collected within the app in various graphs

Tutario - Assistant for Private Tutors

PlaneCrashData - Aviation Accident Tracker

- A video game adaptation written in Java of the famous board game Carcassonne - Follows all the Object Oriented Programming principles and uses Hibernate as ORM - Received a perfect score of 30/30 in both Object Oriented Programming and Databases university exams

Caesena

- Developed a model that determines whether or not certain mushrooms are toxic based on specific measurements - Compared performance between Random Forest, KNN and Logistic Regression models - Received a perfect score of 30/30 in the Data Science university exam

Mushroom Toxicity Classification

- A TikTok-like social network written in PHP focused on cooking and sharing recipes - Fully compliant to the WCAG 2.0 AA standard, allowing users with disabilities to use the social network without limitations - Received a perfect score of 30/30 with honours in the Web Development university exam

Gnam.My

- An ASP.NET Core MVC C# web app for a sustainable online marketplace. - Can be deployed using Docker containers and also includes a Rest API. - Placed 7th in the Samsung LetsApp Solve for Tomorrow competition with 500+ contestants.