Prof. Dr. Schwörer - Practical projects

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2024

  • Development of a Marketing Mix Model for a Media Company
  • Expansion of the Knowledge Base via Web Scraping and an Agent Chain
  • Development of Control Software for Hyperpolarization in NMR Spectroscopy
  • Optimization of Rolling Mid-Term Planning for a Mobility Company
  • Development of a Prediction Model for Article Prices in the Construction Trade
  • Development of an Agent Chain for Automated Digital Sales
  • Development of a Copilot for Mobile Devices in Production
  • Classification and Clustering of ALS Disease Progression
     

2023

  • Development of an AI-Based Recommendation System for Workforce Planning
  • Data Augmentation for a Travel Experience App with Large Language Models
  • Anomaly Detection on Load Measurements on the Bed Frame
  • Development of a Model for Attention Detection of Doctors for Intelligent X-Ray Control (I and II)
  • Development of a Recommender System for 80s Music (I and II)
  • Automated Image Recognition of Product Information
  • Development of Control Software for Hyperpolarization in NMR Spectroscopy
  • Development of a Data Concept in Public Services
  • Development of an AI-Based Filtering Method for Combine Harvester Yield Data 
  • Development of an Algorithm for Classifying Hazardous Material Labels
  • Development of an Algorithm for Recommending Thumbnails and Keyframes in Videos
  • AI-Supported Capture of Incoming Invoices

2022

  • Image Recognition of Similarities in EGM Signals (Clinic)
  • Skill Tool as a Recommendation System for Employees (IT Service Provider)
  • Skill Database for Matching Roles and People (IT Company)
  • Optimization of Energy Consumption of Refrigeration Machines (Energy Company)
  • Automated Image Recognition of Product Information (IT Startup)
  • Data Integration/Optimization in the Context of an App for Sustainable Food Purchases (IT Startup)
  • Modeling of Ramp-Up Scenarios for Heat Pumps (Energy Company)
  • Development of a Recommendation System for Digital Training (IT Startup)
  • Development of AI-Supported Predictions of Ship Arrivals and Container Handling
  • Development of a KPI Model for Recurring Business

2021

  • Evaluation of Urban Neighborhoods via Social Media (Development Bank)
  • Analysis of Return Temperatures in District Heating (Energy Company)
  • Anomaly Detection of Web Traffic Data (Telecommunications Provider)
  • Efficacy Analysis of Therapeutic Products (Healthcare Provider)
  • Analysis of Weather Models for Forecasting Renewable Energy Feed-In (AI Startup)
  • Agent-Based Low Voltage Load Modeling: Agent Localization (Energy Company)
  • Music Taste Classifier (Radio Company)
  • Anomaly Detection in District Heating (Energy Company)

2020

  • Real Estate Price Forecasts (Development Bank)
  • Agent-Based Low Voltage Load Modeling (Energy Company)
  • Online Audio Ad Scanner (Radio Company)
  • Development of a Prediction Model for Bakery Sales (AI Service Provider)
  • Development of a Topic Model Based on Press Releases (Public Service Provider)
  • Chart Forecast Spotify Top 200
  • New York City Bike Sharing: User Number Forecast