Eder Santana Email & Phone Number

Mountain View, CA, US

San Francisco, California, US

San Diego, CA, US

Developing full stack driving intelligence at comma research. Focus: perception, planning and mapping

Los Altos, California, US

Machine Learning for self driving cars from image understanding to vehicle path planning. I developed machine learning algorithms for electric cars and learned simulators mixing physics and generative models.

Cupertino, California, US

I worked on Deep Learning in the FaceID project. I also did research on generative adversarial networks (GAN) for data augmentation.

Gainesville, Florida, US

My thesis was about generative models of video and memory augmented neural networks. I wrote differentiable 2D graphics pipelines and I also worked on video prediction for driving data.Early in my PhD, I used Deep Learning and novel architectures for EEG analysis and image recognition using 3D sensors.

San Diego, CA, US

I was the Advanced Machine Learning Lead.Here is a list of things I worked on:* Learning driving simulator: https://github.com/commaai/research* Open sources driving dataset: https://techcrunch.com/2016/08/03/comma-ai-open-sources-the-data-it-used-for-its-first-successful-driverless-trips/* Image segmentation.

Gainesville, Florida, US

I developed a Deep Learning object recognition system using sensor fusion of images and depth maps captured with the PrimeSense Camera.

Stochastic Processes and Digital Circuits (theory and lab) classes.

Developed biologically inspired algorithms for understanding the primary visual cortex.Enhanced an algorithm for blind source extraction of fetal ECG using kernel methods and Information Theoretic Learning.

Doctor Of Philosophy (Ph.D.)

Master'S Degree, Electrical And Electronics Engineering

Bachelor'S Degree, Electrical And Electronics Engineering