The goal of this project was to build a machine learining model to classfiy twitter messages that are send during disasters. Steps included building a basic ETL and ML pipeline as well as a Web-App to display statistics using graphical plots.
One of my first larger machine learning projects. I trained a SSD Resnet model using the waymo open dataset to detect cars, pedestrians and cyclists. This also involved extensive exploratory data analysis and the application of different data augmentation strategies.
This is a simple IRC chat server based on the RFC 2812 written in C++. It can be used with most IRC clients to participate in chat rooms, send private messages and it allows for the management of access modes and permissions.
My personal implementation of some of the container class templates from the C++ standard template library (STL). This also included the corresponding iterator systems as well as the required utilities.