| Key | Value |
|---|---|
| start | August 16, 2021 |
| end | Until today |
| job_title | Data Scientist |
| location |
|
UNITY AG & NEXT Data Service AG
My team has moved to the NEXT Data Service AG gradually in February 2023 as part of an internal consolidation of AI compentencies.
Tasks
- Development and management of a platform team consisting of working students and permanent employees using Scrum, GitOps and MLOps
- Design and implementation of an internal retrieval augmented generation (RAG) solution to support management consultants (Elasticsearch, OpenAI, LangChain, Haystack, Chainlit)
- Operation and further development of a containerised NLP platform for the provision of data-driven applications
- Conceptual and leading participation in the development of a company-specific RAG product based on LLMs (corporateGPT)
- Forecasting of development costs for a customer from the automotive industry using existing vehicle data (scikit-learn, AWS SageMaker) and implementation of Explainable AI workflows (SHAP analyses)