Soft Window Transformers for Handwriting Synthesis

Adaptation of the soft window mechanism to transformers and applying it to handwriting synthesis

Double DQN agent for Atari pong

Implementation of double DQN agent for the atari pong game, discussing libraries such as pfrl and torchrl

Handwriting generation with RNNs

Combining RNNs with a mixture of gaussians to teach an algorithm how to handwrite.

Neural Style Transfer

Streamlit application for Neural Style Transfer using Keras and Tensorflow.

Paris Real Estate Map (2019)

Interactive map on Paris real estate prices using DVF data.

Pendulum RL

Reinforcement Learning for pendulum equilibrium using numpy and value function iteration.

pvfactors

Irradiance modeling made simple: open-source Python model for bifacial irradiance modeling, published at IEEE PVSC 44 (2017).

Passive radiative cooling

Nature paper on first-time in the world daytime passive radiative cooling using a nanophotonics device.

El Toro Bravo

Fun mechatronics project for which we built an autonomous robot for sumo battling during grad school at Stanford.