Projects

A selection of open-source libraries, systems projects, and coursework.

• Brewin Language Interpreter ↗ 2023

  Statically typed, interpreted language in pure Python with lexical scoping, objects, and error handling.

  PythonCompilers
• TensorFaux ↗ [live] 2023

  Lightweight neural network library modeled on the Keras API, built from scratch on NumPy and published to PyPI.

  PythonNumPy
• Dashviz ↗ 2023

  Minimal dynamic dashboard engine where view definitions and time-series data live in Postgres.

  PostgresExpressNext.js
• Chatbot.ai (JPL FireSat) ↗ 2023

  Natural-language to SQL/SPARQL query translator built for the JPL FireSat mission.

  PythonFlaskSPARQLDocker
• ViT: Vision Transformer ↗ 2022

  From-scratch PyTorch implementation of the Vision Transformer architecture over image patch sequences.

  PyTorch
• Parts-of-Speech Tagger ↗ 2022

  Hidden Markov Model POS tagger using the Viterbi decoding algorithm, benchmarked against NLTK.

  PythonHMM
• N-Gram Language Model ↗ 2022

  Markov language model with add-k smoothing and greedy sequence generation.

  PythonNLP
• Multivariable Linear Regression in C++ ↗ 2021

  N-parameter linear regression solver with batch gradient descent in dependency-free C++.

  C++
• C++ std::shared_ptr & BST Map ↗ 2021

  Templated reference-counted smart pointer and exception-safe binary search tree map container.

  C++