About Me
I'm passionate about developing AI solutions that make a real impact. With expertise in deep learning, computer vision, and machine learning, I help businesses transform their challenges into opportunities.
My Journey
My journey into AI began with Applied Mathematics and Physics, where I learned to approach complex problems with structure, precision, and analytical depth. I later specialized further during my Master's studies in Robotics, Cognition, Intelligence at the Technical University of Munich, focusing on machine learning, perception, and intelligent systems.
Over the past years, I have worked with companies and research organizations such as Audi, Fraunhofer, and Bertrandt, contributing to AI and software solutions in automotive, medical, and industrial applications. This gave me hands-on experience in deep learning, computer vision, data processing, validation, and software development in demanding technical environments.
Today, I help businesses apply AI in a practical and measurable way. My focus is on AI assistants, document-based question answering, process automation, computer vision, and data-driven tools that reduce manual effort and make complex information easier to use.
My Expertise
Over the past years, I have worked with companies and research organizations such as Audi, Fraunhofer, and Bertrandt, contributing to AI and software solutions in automotive, medical, and industrial applications. This gave me hands-on experience in deep learning, computer vision, data processing, validation, and software development in demanding technical environments.
Industrial AI
Predictive maintenance, quality control, and process optimization solutions for manufacturing and industrial applications.
- Equipment failure prediction
- Production optimization
- Quality control automation
Medical AI
Diagnostic assistance, medical image analysis, and patient outcome prediction models for healthcare providers.
- Medical image analysis
- Patient outcome prediction
- Diagnostic assistance
Financial AI
Risk assessment, fraud detection, and algorithmic trading models for financial institutions.
- Fraud detection systems
- Risk assessment models
- Market prediction algorithms
Data Science
End-to-end data science solutions from data collection and cleaning to analysis and visualization.
- Data pipeline development
- Advanced analytics
- Predictive modeling
Deep Learning
Custom neural network architectures and advanced machine learning models for complex problem-solving.
- Neural network design
- Model optimization
- Transfer learning
Software Development
Full-stack development and deployment of AI solutions with modern software engineering practices.
- API development
- Cloud deployment
- System integration
Education & Credentials
M.S. in Robotics, Cognition, Intelligence
Technical University Munich
2021 to 2023
Focused on machine learning and deep learning algorithms and their applications in predictive analytics.
B.S. in Applied Mathematics and Physics
University of Applied Sciences Nuremberg
2017 to 2021
Graduated with a focus on Machine Learning and Medical Imaging.