I do science.
Fun fact: In 2018, I was the captain of the The Bronx High School of Science Boys Varsity Badminton team when we won the city championship for the first time - check out the photos here.
Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations
Ensemble and Mixture-of-Experts DeepONets for Operator Learning
Python
Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible…
Using Machine Learning to predict potential illegal dumpsites around the world based on socio-economic, environmental, and geospatial features. Series of experiments conducted with Neural Networks
Jupyter Notebook 8
A flight price estimator made with TensorFlow and Keras for the mia startup. Trained on numerous continuous and categorical variables. Ensemble neural network with Embedding layers
Jupyter Notebook 8
A project I made to practice my newfound Neural Network knowledge - I used Python and Numpy to train a network to recognize MNIST images. Adam and mini-batch gradient descent implemented