Data Scientist & XR Developer | AI, Metaverse & Predictive Analytics 📍 Germany
I am an analytical Data Scientist and Metaverse Developer with a Master of Science in Data Science. I bridge the gap between intelligent data systems and immersive environments. My work spans from building RAG Agents with Python to developing Speech-Interfaces in Virtual Reality using C# and Unity.
🔒 Note on Code Availability: A significant portion of my professional work—including projects at Fraunhofer ISI and ARAG SE—was conducted under strict NDAs. This profile serves as a portfolio of technical case studies outlining my methodologies and architectures.
- Generative AI & LLMs: Building RAG Agents, Speech-to-Text integration, and Prompt Engineering.
- XR & Metaverse: Developing immersive VR environments and integrating AI workflows into Unity.
- Data Science: Survival analysis, forecasting, and customer segmentation using Python and R.
- Sustainability: Sustainability advocate, passionate about ethical AI.
Languages & Scripting
Frameworks & Tools
Research: Enhancing immersive communication in virtual environments using LLMs, Speech-to-Text, and Text-to-Speech models.
- Tech: Python, C#, OpenAI Whisper, FastSpeech2.
AI Safety: An automated pipeline to detect hallucinations in RAG systems.
- Methodology: Uses Llama 3 as a "Judge" to perform pairwise evaluation against synthetic ground truth data.
- Tech: Python, NVIDIA API, FastAPI.
Healthcare: Comprehensive survival analysis for liver and breast cancer patients using Kaplan-Meier models.
- Tech: R, Statistical Modeling.
FinTech: ETL pipelines and internal risk model optimization for insurance data.
- Tech: R, SQL, SharePoint APIs.
- NVIDIA Deep Learning Institute: Building RAG Agents with LLMs
- McKinsey & Company: Forward Program Graduate (Leadership & Strategy)
- Databricks: Generative AI Fundamentals
- IBM: Data Science Specialization
