United Kingdom
- Genetic representation learning using LLMs - Crispr screen reranking recommender system - pareto optimisation of features from drug databases, literature and custom knowledge graphs
- Developed computer vision segmentation models with contrastive learning pretraining for melanoma segmentation on digital histology whole-slide images. - Developed multiclass deep metric learning dermatological lesion classification model for improved model robustness and clinical stress testing.
- Disease risk prediction modeling - Bayesian cost-effective analyses
- ML research predicting psoriasis clearance after full course of UVB therapy. - Clinical duties in Respiratory, Acute and Emergency Medicine.