2021 ? present: Network analysis

Role: CTO, data scientist & full-stack developer

Customer: Solon Labs GmbH

Tasks:

• Network analysis of knowledge flows for an enterprise client
• Development of multiple GenAI solutions and mobile applications
• Social media data analysis to identify market manipulation

2023 ? 2025: Coordinated and developed a cross-department project

Role: Data Science Consultant

Customer: International client in the energy sector

Tasks:

• Coordinated and developed a cross-department project in renewable energy, integrating multiple data sources to create a predictive model for maintenance and logistics optimization, significantly enhancing client operations and generating substantial value.
• Led the development of a predictive model to optimize power plant operations, effectively preventing costly downtime.

2022 ? 2022: Development of a web-app to let users rate cocktails

Role: Full-stack developer & data scientist

Customer: Rum-tastic web-application

Tasks:

• Development of a web-app to let users rate cocktails, and invent and recommend new cocktails based on the bipartite network of cocktails and ingredients
• Implementation of a recommender system
• At the Complexity Science Hub Vienna

2021 ? 2021: Design and development

Role: Backend developer, project manager & data scientist

Customer: Kouzan-Expo web-application

Tasks:

• Design and development of the Kouzan-Expo web-application and REST API, used to record interactions between exhibition visitors and exhibits
• Deployment of machine learning recommender systems to predict user behaviour.
• The application has been part of the exhibition "Uncertainty" at Palazzo Delle Esposizioni Rome and was developed in a collaboration between the Complexity Science Hub Vienna and the Sony Computer Science Labs Paris
• Co-supervision of a data science master?s thesis on machine learning recommender systems at the Vienna University of Technology

2020 ? 2020: Development

Role: Project manager, Backend developer & data scientist

Customer: Kouzan web-application

Tasks:

• Development of the Kouzan web-application and REST API, used to track knowledge flows in organizations
• Analysis and optimization of organizational knowledge flows
• The app has been deployed at CSH Vienna and CSL Paris with around 100 users

2018 ? 2018: Prototyping of a deep convolutional auto-encoder

Role: Data scientist & medical physicist

Customer: medPhoton GmbH

Tasks:

• Prototyping of a deep convolutional auto-encoder for removing scatter artefacts from computed tomography images