**Medical Doctor • Data Engineer Engineer
- Substack: The unfair advantage of metadata strategy
- Substack: Metadata is all you need
- Kaggle: Transformer Anatomy Guide
- Fundamental Engineering: Implementing tokenizers and multi-head attention from scratch.
- Clinical Research: Currently conducting analysis for a journal article on Cardiometabolic Disease.



