AI Assisted Triage for Clinical Decision Making in Hematology Oncology
Orchestrating an end-to-end Generative AI and Rule Based system pipeline to replicate the full triage system of Classical Hematology Oncology
Selected Projects
I enjoy making things. Here are a selection of projects that I have worked on over the years.
LLMs for MACE Detection in Clinical Notes
An end-to-end Generative AI system pipeline to detect MACE outcomes in Clinical Notes
Differential Privacy/Pseudonymization in Federated Learning for Medical Data
Implementing differential privacy and pseudonymization in TensorFlow Federated to protect patient data while maintaining model performance
Dataset Synthesis for Computer Vision with NVIDIA
Developed synthetic datasets using Blender/nvisii to improve LoFTR model accuracy by 12% and robustness by 10%