I would be happy to advise and support you with your projects in the fields of AI, data science and geoinformatics. In addition to technical and strategic consulting, I analyse your structured and unstructured (geo)data sets, visualize the results and develop chatbots, AI agents and other AI tools for automatic information processing using machine learning and deep learning methods.
Rely on state-of-the-art technologies and customized solutions to meet your specific requirements. Contact me for an individual consultation and find out how I can optimize your projects.
The implementation and further development of AI solutions requires strategic business decisions. I support you in gaining a comprehensive overview of the current AI market and present you with tailor-made options - from modern language models and AI agents to image recognition processes. All the models I recommend and, if necessary, fine-tune, naturally comply with European AI legislation. On request, we can also integrate open source models directly into your existing infrastructure so that you retain full control over your data.
I rely on Eric Ries' Lean Startup method to reduce costs and ensure a rapid market launch. This allows us to develop your AI products lean and iteratively, react quickly to feedback, and use resources efficiently. Together, we will unlock AI's potential and pave the way for sustainable growth in your company. Feel free to contact me to implement your AI project quickly and bring it to market successfully in the long term.
I offer comprehensive data analytics services, including ETL processes, data analysis and visualizations. Among other things, I use Python, SQL, Tableau and Power BI. I carry out data preparation both locally and in the cloud (Azure/AWS). I am also happy to supplement your inventory data with additional data records to enable a well-founded analysis. With the help of my detailed data analysis and the final presentation, you can make data-based decisions and optimize your business processes. Rely on modern data analytics technologies and benefit from customized solutions for your specific requirements.
For the development of AI tools, I apply advanced machine learning and deep learning algorithms. Application examples include facial recognition, image data segmentation, character recognition, table data classification, speech recognition and chatbots. I develop such computer vision and NLP tools with the Python libraries Numpy, Scikit-learn, Pytorch, Tensorflow, Langchain and LlamaIndex, among others. I also use various powerful Large Language Models (LLMs) for chatbot and AI agent development. Rely on state-of-the-art AI technologies and benefit from customized solutions for your specific requirements.
Raster and vector data collected by satellites, for example, can supplement existing data with valuable information on the geosphere. I use Python, SQL, GIS and specific remote sensing software for the preparation, analysis and visualization of geospatial data. When classifying or segmenting large amounts of data, such as analyzing landscape and infrastructure changes based on satellite data, I use advanced deep learning methods. Benefit from the latest geodata analysis and visualization technologies and receive tailor-made solutions for your specific requirements.
I combine data science with my research experience in the fields of Quaternary geology, geomorphology, natural hazard analysis and geoinformatics. I am also happy to develop interdisciplinary tools for you to solve complex geoscientific problems. By using modern technologies and methods, well-founded analyses and models can be created that provide deeper insights into geological processes and natural hazards.
