Hasan Kassem
I am a software engineer with experience in designing and implementing federated evaluation platforms for healthcare AI models. I have expertise in security, cloud infrastructure, and Python.
REVIEWS FROM CLIENTS
Lead engineer on the MedPerf project (medperf.org), an open platform for benchmarking AI models on m...
Lead engineer on the MedPerf project (medperf.org), an open platform for benchmarking AI models on medical data using federated methods.
- Designed and implemented a federated evaluation platform for healthcare AI models.
- Designed and implemented authentication and authorization workflows using Auth0.
- Designed orchestration of mTLS-enabled communication for secure FL pipelines, leveraging step-ca for certificate management.
- Served as technical lead on a large federated learning experiment (Postoperative Segmentation of Treated glioblastoma (FL-PoST)), overseeing the full pipeline from training to evaluation, including infrastructure design and technical support.
- Integrated Trusted Execution Environments (TEEs) via CoCo (Confidential Computing) framework for secure model evaluation.
- Collaborated with teams from leading industry players to incorporate smart contracts for enforcing security policies on healthcare AI assets.
Completed independent projects for small businesses and individuals, spanning algorithms, mathematics, machine learning, and backend d...
Completed independent projects for small businesses and individuals, spanning algorithms, mathematics, machine learning, and backend development using Python, MATLAB, and C/C++.
Supported self-supervised Federated Learning research on surgical video analysis.
Supported self-supervised Federated Learning research on surgical video analysis.