Brad Edelman, PhD

BE Global Consulting LLC

Imaging Expert | Data Scientist | Machine Learning Engineer

About me

I'm a biomedical engineer by training, with previous research positions at top-tier institutions such as Carnegie Mellon University, The University of Minnesota, Stanford University School of Medicine, and the Max Planck Society.

I provide consulting services across a range of technical and data-science domains, including imaging analysis, cloud computing, software development, and machine learning.

I've authored over 20 peer-reviewed publications in biomedical imaging, brain-computer interfaces, and machine learning, and hold two patents.

Stack

Languages: Python, R, MATLAB

ML Frameworks: PyTorch, TensorFlow, scikit-learn

Tools & Platforms: GitHub, AWS, Databricks, Docker, Bash/Shell scripting

Expertise

Imaging

Image Analysis

EEG, MRI, ultrasound, microscopy, etc.. Specialized in image registration, segmentation, time-series analysis, and signal processing.

Cloud

Cloud & DevOps

Deploying scalable ML pipelines using AWS, S3, Databricks, Docker. Focused on reproducibility, automation, and cost savings.

ML

Deep Learning

CNNs, MIL, transformers for imaging data. Optimization for deployment and inference on edge or cloud-based platforms.

Featured Projects

WSI Tumor Detection

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Automated AWS ML Training

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Edge AI Optimization

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Media

Non-Invasive Brain-Computer Interface

Contact

If you're interested in collaborating, consulting work, or just want to talk tech - I'd love to hear from you!