Feb 2024 - Current
Deutsche Telekom
Berlin, Germany
Senior Generative AI Architect
Department: AI and Data Science (AI Competence Center)
- Architecting and implementing AI Agent for Fiber rollout related use cases.
- Implementing LLM as an evaluator for chatbot evaluation.
- Helping stakeholders and the team to find AI solutions for their use cases.
Aug 2022 - Jan 2024
BMW Group
Munich, Germany
Senior Generative AI Specialist
Department: AI-based Vehicle Functions and Network AI
- Architecture design, code integration and deployment of GPT-based dialogue system (50% time).
- Technical project management (50% time).
- Conducting state-of-the-art research for industry use cases.
- Helping stakeholders with LLM-based technical solutions.
Aug 2020 - Jul 2022
Fraunhofer IAIS
Dresden, Germany
Machine Learning Scientist
Department: Conversational AI and Knowledge Graph
- Led the generative dialogue team and worked on the initial version of prompt-guided natural sounding and safe generative dialogue system.
- Implemented a Machine Reading Comprehension pipeline on financial domain.
- Implemented the initial version of the German MRC pipeline.
- Implemented and extended the CDQA-based data annotation tool.
- Published research paper into top scientific conferences.
May 2020 - Jul 2020
InfAI
Dresden, Germany
Visiting Research Scholar
- Conducted research on knowledge grounded dialogue systems.
Aug 2018 - Apr 2020
Fraunhofer IAIS
Sankt Augustin, Germany
Student Research Assistant
Department: Enterprise Information Systems (EIS)
- Trained the Tacotron model for speech from text generation.
- Implemented the initial version of the MRC system.
- Published research paper into top scientific conferences.
