I have always loved to tinker and build things in the world. I started from a young age with arts and crafts projects, moving on to scientific experiments, and then engineering projects. I’ve worked on many fun projects since:
Robust pose estimation in perception systems (keypoint detection) for robot manipulation at the MIT Robot Locomotion Group (paper, slides) (Fall 2019 - Spring 2021)
Illegal gold mining barge detection in the Rio Madeira using data from Sentinel-1 (radar) and Planet Labs (optical) using both traditional computer vision and deep learning techniques (paper) (Spring 2021)
Novel compressed model architecture and integer quantization to run keypoint detection system on an Arduino Nano 33 BLE (Nordic processor) with an Arducam 5 MP Plus (Fall 2020)
Outlier detection and cycle-consistent matchings for a noisy perception problem using spectral graph theory techniques (including spectral clustering and eigenvector embedding) (Fall 2020)
Operating system with virtual memory, buddy allocator, processes, threads, wait queues, file system, disk support, buffer cache, signals and system calls (Spring 2019)
Fixed-wing planes in the Harvard Undergraduate Robotics Club’s Unmanned Aerial Systems team (now the Harvard Undergraduate Aeronautics Club) (Fall 2017 - Summer 2019)