Dr. Alessandro Wollek
Tailored AI Solutions Driving Your Success
- Do you want to make your processes more efficient with Artificial Intelligence?
- Are you looking for support to make your prototypes market-ready?
- Does your team need training in AI and Machine Learning?
- Are you looking for an experienced AI and Data Science expert?
Then you are in the right place! As a PhD senior data scientist, I provide comprehensive support for your data projects – from initial consultations and feasibility studies to project implementation.
Services
From data collection to decision-making – I offer comprehensive solutions for processing unstructured data such as text, images, and sensor data.
Consulting and Project Management
Support at all stages of your data project, including automation, data pipeline implementation, and model selection.
Prototyping and Feasibility Studies
Evaluation of the technical feasibility of your AI-based projects with comprehensive documentation and development support.
AI and Machine Learning Development
I develop tailored Machine Learning and Deep Learning solutions specifically designed for your business needs.
Training and Workshops
Custom training programs in Machine Learning and Deep Learning to bring your team up to speed with the latest technology.
About Dr. Alessandro Wollek
With over 7 years of application and solution experience and a solid academic background, I offer deep insights and practical solutions in AI technology. You can view a selection of past projects in the section Projects & Portfolio.
Experience and Expertise
- Profound knowledge in Deep Learning, implemented using tools like PyTorch, PyTorch Lightning, TensorFlow, and Keras
- Experience in Data Science, analyzing data with, among others, Scikit-Learn, Pandas, and Matplotlib
- Comprehensive experience in data projects, including prototyping (Jupyter Notebooks), experiment tracking (guild.ai), CI/CD (Docker, Linux), and integration into existing infrastructure (e.g., REST API with FastAPI)
- Versatile programming skills in multiple languages, including Python, C++, JavaScript, and R
- Successful history of realized projects in both the business and academic environments
Education
- 2020 - 2023: PhD in Computer Science (summa cum laude), Technical University of Munich
- 2018 - 2020: Master in Data Engineering & Analytics, Technical University of Munich
- 2014 - 2018: Bachelor in Computer Science, University of Würzburg
- 2014 - 2018: Bachelor in Mathematics, University of Würzburg
Projects and Portfolio
Sales Forecasting Models - Since March 2024
Consulting and support in developing accurate sales forecasting models for a leading company in the field of air and drive technology.
AI for Wearable Sensor Data - Since October 2023
Development of Artificial Intelligence for analyzing sensor data from wearables, specifically for health monitoring. The project includes the creation of models to predict health conditions based on real-time data streams.
PhD: AI in Thoracic Radiography - 2020 to 2023
Dissertation on the application of Deep Learning in medical image analysis, specifically thoracic radiography. Developed models improve the accuracy of diagnoses, are safer and more interpretable. More on the dissertation, List of publications
Workshop on AI Development and Using ChatGPT - September 2023
Conducted a workshop on developing AI models and effective use of ChatGPT. Participants learned practical applications and integration of AI into practical problems, and improved model development from scratch with Python, Numpy, PyTorch, and PyTorch Lightning.
Workshop on AI Image Classification - September 2022
Conducted a workshop on developing Deep Learning models for image classification. Participants developed models to recognize objects in images with PyTorch and PyTorch Lightning, with a special focus on practical application and optimization.
Data Scientist at snapADDY GmbH - 2018 to 2020
Responsible for the development of Machine Learning and Deep Learning models in the field of Natural Language Processing & Computer Vision and the construction of a data pipeline. Developed projects included automatic recognition and extraction of contact details from email signatures and other text data, as well as OCR recognition of business cards. More about email signature recognition
Contact Me
Email: contact@wollek.ai
Phone: +49 (0) 176 43964125