Projects

A selection of work in recommenders, NLP, and research tooling.

ScilitBERT

2023

Example workflows for fine-tuning and applying ScilitBERT on scientific literature tasks.

NLP
Transformers
Pre-training

Ethicality

2026

MDPI's in-house research integrity ecosystem: AI-driven detection of paper mills, AI-generated content, image manipulation, and citation/author manipulation, paired with human-in-the-loop editorial review.

Research integrity
NLP
Editorial tooling

Alt Text for Academic Figures

2026

A vision-language pipeline that generates descriptive alt text for figures in academic manuscripts, improving accessibility of scholarly content for screen-reader users.

Accessibility
Vision-language models
NLP