Biomedical Engineer | AI/ML Imaging Expert | Cloud Architect | Big Data | Full Stack Developer
I'm a biomedical engineer with 20 years of experience in bioimaging and biosignals, spanning:
- Oncology
- Neuroscience
- Orthopedics
- Dermatology
- Cardiology
Currently, I work as a Research Scientist at NYU Langone's Department of Radiology, where I also lead as Head of Software Development at the Radiology department of NYU.
Yes, that's me in the photo
- AI for Biomedical Imaging: ML, DL, Radiomics, Genomics, -omics
- Big Data Analytics: Clinical, Radiological, and Molecular
- Full Stack Dev: Angular, ReactJS, Python, C++, MATLAB, PHP
- Cloud Computing: Serverless architecture, Docker, Kubernetes, AWS
- API Development & Containerization Specialist
- MLOps and Model Deployment: SageMaker, MLflow, CI/CD for ML pipelines
- Explainable AI (XAI): SHAP, LIME, Grad-CAM, model explainability workflows
- Interactive Visualization for Medical Data: Plotly Dash, Streamlit, D3.js
- Clinical Integration & Digital Health: clinical workflow integration, digital health systems
- Interdisciplinary Leadership: Scientific communication, team leadership, tech evangelism
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30+ peer-reviewed papers (me.biodimensional.com)
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Guest Editors for:
- Frontiers in Radiology: Radiomics and AI for Clinical and Translational Medicine
- Journal of Clinical Medicine Artificial Intelligence and Deep Learning in Medical Imaging
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Open Source Projects: MRI simulation tools, radiomics frameworks, and cloud-native apps
You can view or download my full CV here (PDF)
I’m always open to new research and tech collaborations. I am teaching myself Quantum. any fun projects?
📬 Reach me at:
- Email: eros.montin@gmail.com
LinkedIn
