Projects

Selected research and personal projects spanning AI and medical physics.

GNN & Multi-Task Survival Prediction (MSc Thesis)

Graph neural networks integrating clinical + FDG-PET/CT data for multi-outcome prostate-cancer prognosis, with patient-similarity graphs, deep ensembles, and explainable AI.

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Python Dose-Verification Tool (IAEA)

Independent second-check of dose calculations for RPLD/OSLD dosimetry audits, supporting QA of the IAEA IDEA audit software.

Internal IAEA tool

Histopathology Classification with a Pathology Foundation Model

Personal project: frozen pathology foundation-model encoder + linear probe on PatchCamelyon patches for tumor-vs-normal classification.

Coming soon →

Biomedical Literature Agent (LangGraph)

Personal project: a multi-step agentic workflow that retrieves biomedical papers, extracts findings via tool-calling, and answers structured questions.

Coming soon →