My Portfolio

Neural Network Solution Bundles

Learning families of solutions to differential equations using deep neural networks for efficient parallel evaluation.

Neural Stack Implementation

Created one of the first public implementations of DeepMind's neural stack architecture.

Imaginary-Time Time-Dependent Density Functional Theory

Extending TDDFT to imaginary time as a novel approach to reliably finding the ground state of quantum systems.

The Blog

Semantic Similarity Using Sentence Transformers

Mar 25, 2023   |   15 min read   |   technical

Sentence transformers help us identify similar sentences based on their content, topic, and implicit meaning. In this post we compare BERT and all-mpnet-base-v2, a sentence transformer that is much better suited for producing sentence embeddings that can be compared using cosine similarity.

LeetCode Trees

Mar 27, 2022   |   3 min read   |   technical

A package to provide a convenient way to manually input binary trees using LeetCode's level order traversal with None-path-termination serialization format. Also, a function to print binary trees to the terminal as ASCII characters.