AI solutions that transform your business
From neural networks and LLM integrations to computer vision: tailored AI solutions built on a scientific foundation.
Challenges
Where does the biggest effort go today?
Many companies spend hours every day on tasks that AI can take over or support.
Repetitive tasks tie up skilled employees who could be working on more important topics
Valuable data sits unused. There is no system that turns it into insights
Visual inspections and quality checks are slow and error-prone
Internal knowledge is locked in documents and people's heads and remains hard to access for everyone
Typical AI Solutions
From automated document analysis to visual quality inspection: proven fields of application.
Intelligent Document Analysis
Automatic extraction and classification from PDFs, contracts and forms.
Visual Quality Control
AI-powered detection of defects and anomalies in real time.
AI Chatbots & Assistants
Context-aware assistants with access to your company knowledge.
Predictive Maintenance
Predicting maintenance needs from sensor data and pattern analysis.
Autonomous Agents
AI agents that plan, execute and optimize tasks on their own.
RAG Knowledge Bases
Make company knowledge searchable, based on your documents and folders.
Automated Image Analysis
Object detection, segmentation and classification for industrial applications.
Process Automation
Intelligent workflows that eliminate manual steps between systems.
Data-Driven Decisions
AI-powered insights and forecasts as a basis for business decisions.
Fine-Tuning & Custom Models
Specialized models trained on your data for maximum accuracy.
What I offer
My Services
Eight building blocks, one standard: AI that truly delivers in your business. Find all the details on the services page.
Process
From idea to productive AI solution
A structured process: transparent, efficient and tailored to your business.
Initial Consultation & Analysis
Together we examine your processes, identify AI potential and define clear goals. Free of charge and without obligation.
Concept & Prototype
I develop a technical concept and a working prototype that you can test and evaluate early on.
Implementation & Integration
The solution is developed to production quality and seamlessly integrated into your existing infrastructure and systems.
Operation & Optimization
After go-live, I ensure stable operation, continuous monitoring and data-driven improvement.
No rigid waterfall model, but agile collaboration with short feedback cycles. Typical project duration: 4 to 12 weeks.
About me
My Background
In my main role, I research AI systems for industrial applications at Fraunhofer IOSB. Alongside that, I help companies unlock the full potential of artificial intelligence.
B.Sc. Studies in Computer Science
Started studying computer science at KIT with a focus on algorithms, software engineering, and mathematical foundations.
B.Sc. Studies in Computer Science
Started studying computer science at KIT with a focus on algorithms, software engineering, and mathematical foundations.
Bachelor of Science
Successfully completed the bachelor's degree. Continued with a master's degree focusing on machine learning and computer vision.
Bachelor of Science
Successfully completed the bachelor's degree. Continued with a master's degree focusing on machine learning and computer vision.
Founded Woller IT
Founded my own business for AI development and software solutions. First projects in neural networks and data analytics.
Founded Woller IT
Founded my own business for AI development and software solutions. First projects in neural networks and data analytics.
Software Engineer
Worked as a software engineer with a focus on AI integration, system architecture, and full-stack development.
Software Engineer
Worked as a software engineer with a focus on AI integration, system architecture, and full-stack development.
Master of Science
Master's degree in computer science with a focus on deep learning, computer vision, and AI systems.
Master of Science
Master's degree in computer science with a focus on deep learning, computer vision, and AI systems.
PhD Candidate & Research Associate
Research on artificial intelligence and machine learning for industrial applications.
PhD Candidate & Research Associate
Research on artificial intelligence and machine learning for industrial applications.
Benefits
Why work with me?
As a researcher at Fraunhofer and a graduate of KIT (Karlsruhe Institute of Technology), I combine scientific depth with hands-on implementation skills. I do not build prototypes that end up in a drawer. I deliver production-ready systems that create real value for your business.
Academically grounded & proven in industry
As a researcher I work on state-of-the-art AI methods, and in industry projects from startups to large corporations I have learned to turn them into production-ready solutions.
End-to-end development
From data preparation and model training to integration into your systems: everything from a single source.
Individual solutions
No off-the-shelf software: every project is tailored to your specific requirements and data.
Sustainable architecture
Scalable and maintainable solutions with clean documentation that grow with your business.
Tech Stack
Focus Areas
Contact
Let's talk
Do you have a project in mind, or would you like to find out how AI can move your business forward? I look forward to your message.
Your security: All projects and services are covered by professional IT liability insurance via exali.
Contact details
Address
Marvin Woller
Vogelsangstraße 6
74226 Nordheim, Germany
Phone
+49 151 64604912Response time
I usually respond to inquiries within 24 hours. For urgent projects, the best way to reach me is by phone.
Part-time business
This offering is my part-time business alongside my research work at Fraunhofer IOSB. I am happy to coordinate project scope and scheduling individually with you.