Asynchronous Python client for Twente Milieu.

A Home Assistant integration to pull in trash and recycling scheduled for residents in Delaware, Ohio.

AI chatbot that provides region-specific recycling guidance for the US and Germany using advanced RAG technology to deliver accurate, cited answers from official recycling guidelines.

A Home Assistant integration that uses the new South Gloucestershire recycling APIs to show live data about household recycling dates and statuses

Publicized code for the standalone implementation of wire detection using an EfficientNetB7-based U-Net architecture for automated disassembly processes in robotics applications.

Publicized code for the standalone implementation of wire detection using an EfficientNetB7-based U-Net architecture for automated disassembly processes in robotics applications.

Publicized code for the standalone implementation of component segmentation using a MobileNetV1-based Mask R-CNN architecture for automated hard drive disassembly in electronics recycling workflows.

Publicized code for the standalone implementation of DCNN-based screw detection using Xception and other architectures for automated disassembly processes in electronics recycling workflows.

Ein Machine-Learning-Projekt zur automatischen Unterscheidung von Web- und Strickstoffen für Textilrecycling. Enthält eigenen Demo-Datensatz, Annotation-Guide, Modell-Training und Auswertung.

Playwright scraper for Norwich (UK) bin collection. Outputs iCalendar (.ics). Docker or local.

(CNN mit PyTorch, Computer Vision für Abfallerkennung) Bildklassifikation von Recyclingmaterialien anhand von Fotos. Einsatz eines ResNet-Modells zur Erkennung von Abfalltypen. Inklusive Streamlit-Demo.

(Python-Projekt zur Umweltanalyse, kein ML) Quantitative Analyse, wie viel Regenwasser von den Dachflächen in Denkendorf theoretisch aufgefangen werden könnte. Berechnung basiert auf OpenStreetMap-Daten, Flächenauswertung in Python, Niederschlagsdaten. Ziel: Sensibilisierung für ungenutzte Ressourcen

A local 2D board game with pixel art style that promotes environmental awareness. Includes a Dyna-Q agent for decision-making and fun minigames between rounds.

An AI/ML system designed to optimize smart factory operations by streamlining production lines, reducing waste, and automating material recycling.

This system combines RFID, weight sensors, image recognition, and user rewards to streamline plastic bottle recycling.

This is a mirror of my final project I did with my colleagues at Le Wagon Data Science & AI bootcamp

Züri Trash Bot is a convenient way to query paper and cardboard collection dates for people living in Zürich.

Extended version of the Home Assistant Android IP Webcam component with audio support

Database design and tools for collecting compound names to identify and determine their ecotoxicological hazard profiles