Projects

Here are some of the projects I've undertaken, many of which were created for personal enjoyment or as part of my studies at Hochschule Luzern.

By clicking on the images, you can explore and discover the projects I have created.

Road Traffic Segmentation

The project aims to segment images of road traffic into different classes. (opens in a new tab)

Wuchemenu.ch

A React-based website where users can discover and enjoy new recipes. (opens in a new tab)

One Class SVM for Spam Detection

An Interactive Dashboard that allows users to train and test a One Class SVM model for spam detection. The dashboard is built using Streamlit. (opens in a new tab)

Traffic accidents in Switzerland

A visual representation of traffic accidents in Switzerland from 2011 to 2021, created to make it easy to understand and interpret patterns and trends in accidents over time. The visualization allows for a deeper understanding of the causes, locations, and severity of accidents, and can be used to inform policy and decision making, as well as raise awareness about road safety in Switzerland. (opens in a new tab)

Twitter Classification Bot

A sophisticated bot that uses two pre-trained models to classify tweets on Twitter into four different mood categories: anger, joy, optimism, and sadness. The bot is able to analyze tweets in real-time and provide accurate mood classifications, making it a useful tool for understanding public sentiment on social media platforms. (opens in a new tab)