Lincoln Labs

Technology in Support of National Security

Group 43 - Air Traffic Control Division, Winter Term 2019

  • Trained DC-GANs to predict the evolution of convective weather systems for use in the FAA NextGen program

  • Wrote white paper defining current state-of-the-art for sequence-to-sequence prediction within the ML community

Group 105 - Airborne Radar Systems Division, Summer 2018

  • Designed convolutional neural network architecture for radar images utilizing both amplitude and phase by generalizing model weights and activations to the complex plane

  • Developed data augmentation and simulation pipeline to improve model robustness

  • Led data collection and ground testing for an experimental automatic target recognition (ATR) radar system