Sketch GAN
Deep Learning for Computer Vision (spring 2017) final project. We built a GAN that transforms hand drawn sketches into photorealistic images. [pdf] [slides]
I'm a first year Master's student at Columbia University doing research at the Digital Video Multimedia Lab on few-shot learning. Last year, I graduated from Tufts University with a BS in Computer Science. I spent my summer working as an applied research scientist intern at Amazon, and this summer I will be returning to work with the AWS Deep Learning team.
Projects
Learning to Design Convolutional Neural Networks with Reinforcement Learning
Advanced Topics in Deep Learning (fall 2018) final project. We created a meta-learning model that optimizes convolutional network architectures for the MNIST dataset. [pdf] [slides]
Multi-task Learning for Continuous Control
Reinforcement Learning (fall 2018) final project. We benchmarked multi-task learning techniques on MuJoCo continous control environments. [pdf]
Publications
Coming soon!
About Me
I am from Monterey California, which is a small but beautiful town located on the central coast. In my spare time I enjoy writing music, hiking, devouring podcasts, and trying to understand macro economics.
Here's my Resume.