Tim Loehr

Pattern_Analysis_SS20_FAU. Jupyter Notebook

GapStatistics. Computing the gap statistics from Tibshirani et. al. for various clustering algorithms

Representation-Learning-for-Gait-Analysis-in-Parkinson-s-Patients. This project aims to quantify how accurately Morbus Parkinson's can be classified by different types of deep learning architecture without preprocessing the original sensor data. For this purpose, four different architectures (LSTM, ResNet, a basic autoencoder and a ResNet autoencoder) were used to evaluate the accuracy. The data was collected from patients at the University Hospital of Erlangen. Different severity levels of Parkinson's were regarded as being deceased. In this regard, this project performed a binary classification task (healthy and deceased). It shows, that a ResNet autoencoder predicts Parkinson with 87% accuracy and can be used as a decision support system for doctors.

interactive-courses. Six interactive, zero-install courses on the modern data + AI stack: data engineering, data science, infrastructure, and AI-assisted dev with Codex & Claude. Live in-browser simulators, no signup.

linkedin-job-scraper-data-analysis. Jobs have been scraped from linkedin to perform a data analysis to optimize the CV and cover letter

Kaggle-Seattle-Airbnb-Analysis-IS4861-Assignment. Final project of my Course Machine Learning for Business IS4681 as exchange student at the City University of Hongkong.

Bachelor-Thesis-Textgeneration-TH.OHM. IT-Based textgeneration with the use of NLP methods. A text summarization task is conducted with the amazon fine food review dataset from Kaggle. This task is done by attention and lstm neural networks.

DQL_Connect4_Mathematical_Data_Science_SS2020.FAU. Final Project of the Master course Mathematical Data Science at the Friedrich Alexander University Erlangen-Nürnberg. We received the grade A for this.

IT-Project-Autonomous-RCCar-TH.OHM. University IT-Project: Autonomously driving Remote Control Car

Clustering-KMeans-Python-IS4861-Assignment. Clustering Assignment of my Course Machine Learning for Business IS4681 as exchange student at the City University of Hongkong.

CIFAR-10-CS4487-Assignment. Final project of my Course Machine Learning CS4487 as exchange student at the City University of Hongkong.

Programming-Microcontrollers-Elective-TH.OHM. IT project for the elective course Programming Microcontrollers as undergrad student at the University of Applied Science Georg Simon OHM in Nuremberg, Germany

einvoice-mcp. MCP server for German e-invoice compliance — XRechnung 3.0 & ZUGFeRD 2.x. Validate, generate, parse, and check compliance of electronic invoices per EN 16931.