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digital-tools-integration-within-companies

ie500-data-mining

The goal of this project is to create a classifier and see how accurately it can predict song genres. Taking a dataset from Spotify [Pandya, 2022], which is al- ready using machine learning algorithms for these purposes, can help assess if the resulting model can be considered apt for a large-scale business.

ie678-deep-learning

This is a repository with the assignments of IE678 Deep Learning course at University of Mannheim.

is661-text-analytics

Group project for the 4 assignments of IS661-Text-Analytics at the University of Mannheim

q-hackathon-ibm-challenge

OnboardingAI is a service that generates a personalized step-by-step onboarding process using LLMs along with RAG based on company, employee and specific management requirements.

retinal-vessel-segmentation

Neural network capable of segmenting images of the retina, highlighting its blood vessels, which allows the specialist to assess the current state of the eye and give appropriate recommendations to the patient.

web-socket-chat

Scalable chat application with websocket communication, STOMP protocol for messaging and server-to-server message dispatch using RabbitMQ