Alan Perry Email & Phone Number

Malibu, California, US

Investigating state-of-the-art model's applications to existing concerns related to Autonomous Vehicles, Satellite Navigation, and National Security.

San Francisco, CA, US

• Image Segmentation: Enhanced physicians’ efficiency by improving organ location performance on multiple organs, beating state of the art using 3D CNN in PyTorch and Python and received the Wicklow AI award.
• 3D Image Prediction: Optimized radiation treatment to prevent unneeded radiation exposure of surrounding tissues using 3D CT images using a Generative Adversarial Network (GAN).
• Generative Models: Built conditional GAN to generate synthetic CT images from multi-organ labels; Built Cycle-GAN to achieve bidirectional translation between unpaired CT images and MR in a timely and cost-effective.
• Adversarial Defense: Designed an attack system and multiple defense systems which reduce a segmentation model’s vulnerability to intentionally manipulated data

• Data Analysis: Informed quality assurance with statistical tests to detect bad product more quickly and consistently (R, Shiny).
• Communicating Results: Maintained critical business sensitive metrics, reported weekly to nontechnical company stakeholders.
• Data Aggregating & Cleaning: Developed web form (JavaScript), to eliminate the cost of processing impossible to produce orders.

Tacoma, Washington, US

• Communicated Mathematical lessons with varying levels of abstraction to supplement classroom instruction
• Refocused group discussion to increase classroom productivity

Master'S, Data Science

Bachelor’S, Mathematics