Industry experience
Industry internship at Det Norske Veritas (DNV) in the healthcare team of Group Research and Development. Funded by Digital Life Norway (DLN). Oslo. 1 September- 1 December 2023.
Generation of synthetic tabular data in healthcare using large language models (LLMs) like GPT .
Evaluation of the synthetic data employing a wide variety of similarity and privacy metrics, as well as downstream machine learning models.
Use of other well-established machine learning models to generate tabular data (like CTGAN).
Programming in Python using libraries like Pytorch, Synthetic Data Metrics (SDMetrics), Synthetic Data Vault (SDV) and Hugging Face. Experience with Git, GitHub and Kedro.
🧐 Press article | ☕ Blog about my experience at DNV