Code for this list is maintained here. All of these projects are work in progress, unless noted otherwise!
| Title | Description | Tech Stack |
|---|---|---|
| The Transparency Project (Cruzhacks) | 1st place winner of the Cruzhacks 2020, a project visualizing political ad spending on social media to bring transparency to the presidential primaries. Live at transparencyproject.tech | Javascript (Bootstrap), Python (flask, pandas, plotly, dash), Google Cloud Platform |
| torchcsv | A small library built on the PyTorch API for a custom Dataset class for reading numerical data too large to fit in local memory. | Python (pandas, PyTorch) |
| transpose-csv | Python library for calculating the transpose of a .csv too large to fit in memory. | Python (pandas) |
| statdepth (UCSC GI) | Python library for statistical depth calculations. Built for univariate functional data, multivariate functional data, and pointcloud data. Used for genomics research and analysis. | Python (pandas, numpy, scipy, plotly) |
| tinycomp | A Pandas-like library for doing computations on small subsets of a large numerical DataFrame too large to fit in memory. | Python (pandas, numpy, linecache) |
| ConvNeXt-Lightning | An implementation of the ConvNeXt architecture, built on the PyTorch Lightning API for easy scalable training. | Python (PyTorch, PyTorch-Lightning, pandas) |
| LIVECell-Classifier | A CNN for classifying microscopy images based on cell lineage. | Python (PyTorch, pandas) |
| InstantEDA | Instantly generate sets of common exploratory data plots defined over any DataFrame columns without having to worry about cleaning your data. Published on PyPi. | Python (pandas, plotly, numpy) |
| SQLtoPandas | (WIP) Use SQL to query Pandas DataFrames. Published on PyPi | Python (Pandas, sqlite3) |
| DrivenData: DengueAI | (WIP) DrivenData competion using linear models and Prophet to predict cases of Dengue Fever. Top ~12% ranking | Python (matplotlib, pandas, plotly, scikit-learn, prophet) |
| DrivenData: Flu Prediction | DrivenData compeition based on predicting the number of cases of flu per season | Python (scikit-learn, plotly, pandas) |
| Quick Model | Run from the command line and recieve a saved Tensorflow CNN trained to detect images of the object of your choice! | Python (tensorflow, tqdm, numpy, requests, urllib) |
| cookiecutter-minimal-datascience | A cookiecutter project template for simple, competitive data science projects. | Python |
| cookiecutter-minimal-pypackage | A cookiecutter project template for PyPi packages. | Python |
| Title | Description | Tech Stack |
|---|---|---|
| Dotfiles | (WIP, always). My dotfiles, which contain custom scripts, functions, and configurations. | Bash, shell scripting |
| touch-id-for-sudo | A tool to safely enable using the Macbook's Touch ID for sudo running commands. | Shell |
| Title | Description | Tech Stack |
|---|---|---|
| Portfolio | My portfolio, listing my projects, interests, and resume. | Bootstrap, HTML, CSS, Javascript |
| Blog | (WIP) My blog for cooking, baking and some occasional programming. | Ruby (Jekyll) |
| Title | Description | Tech Stack |
|---|---|---|
| WeatherPollution | An iOS app that uses the free OpenWeatherMap api to display current weather conditions and air pollution in your area. | Swift 4 |
| BTTPractical | (WIP) A custom Touch Bar for the Macbook Pro. Focused on a clean, minimalistic design for those interested in hardware stats and essential developer tools. Installed using BetterTouchTool | Shell, BetterTouchTool |
| Resume | My resume, written entirely in LaTex. | Tex |