Research

Graduate Research Assistant

Image and Information Processing Lab, University of Oklahoma, Tulsa, OK
2022 – Present

• DeepFake Detection: Developed an enhanced routing mechanism for Capsule Networks, achieving 93% accuracy on the FaceForensics++ dataset.
• Medical Anomaly Detection: Implemented Denoising Diffusion Models for pancreatic cancer segmentation using label-free CT scans.
• Grant Writing: Contributed to an NIH proposal for a Multimodal LLM advisory system for diabetic patient care.

Research Assistant

BioMechanics Lab, K. N. Toosi University of Technology, Tehran, IR
2019 – 2021

• Brain Cancer Prognosis: Developed a machine learning model with enhanced classification accuracy for predicting 5-year Glioblastoma survival rates.
• Clinical Collaboration: Designed an ML chemotherapy risk assessment model using demographic and imaging patient data in collaboration with local hospitals.