Projects

My projects in explainable AI aims to make today’s powerful models genuinely understandable to humans, and to use those explanations to advance machine learning for scientific discovery.

2025 to Present

From Interpretability to Explainability

Explaining the model training procedure that transforms interpretation into explanation.

#XAI#Interpretability#Explainability#Machine Learning
View project
From Interpretability to Explainability

2024 to Present

Interpretable TCR-Epitope Prediction

Interpretable models for predicting and interpreting how T-cell receptors recognize peptide-MHC complexes.

#Immunology#TCR-pMHC#XAI#Machine Learning
View project
Interpretable TCR-Epitope Prediction

2024 to Present

Antigen Processing Prediction Acceleration

GPU-accelerated modeling of antigen processing to predict CD4+ T-cell epitopes.

#Immunology#Antigen Processing#Algorithm Acceleration
View project
Antigen Processing Prediction Acceleration