jdlamstein Goto Github PK

I'm a machine learning engineer focused on computer vision for medical imaging data. I've worked on digital pathology, robotic microscopy, and general image analysis pipelines. My background is in physics with a focus on optics.

I played a key role on the GEDI-CNN to predict whether a neuron is alive or dead. Our lab regularly uses the model and results are published here.

If you're interested in machine learning or stuck on building a model, I created a resource of machine learning architectures. I try to make the models as clear as possible. Please let me know if you have any questions.

With Raspberry Pi and Tensorflow, I made a robot that identifies and reacts to human facial expression.

In grad school, I made an N-body simulation of the solar system in python with the leapfrog method.