01
Research
Organized by intellectual thread, not chronology
themes, not timeline01
Computational Protein Engineering
Designing protein models with noncanonical amino acids for artificial T cells and logic-gated drug delivery. Building HPC-native pipelines for automated docking workflows.
02
Multimodal Clinical AI
Representation learning for ECG-echocardiogram fusion. Contrastive alignment and adversarial invariance under structured missingness. Deployment-realistic constraints.
03
Computational Oncology
Multimodal preprocessing pipelines for lymphedema prediction. CT imaging, radiotherapy records, surgical timelines. Clinical data curation at scale.
04
Neural Engineering
Neuro-visualization tools mapping brain metabolism and activity. EEG feature extraction for seizure localization in MRI-negative epilepsy cases.
each connects to the others →
Each theme represents an ongoing line of inquiry.