I am an active developer and maintainer of several projects in the Python data science community, as well as a reviewer for the Journal of Open Source Software (JOSS), NeurIPS (via LatinXinAI membership) and CSET.
See my GitHub profile for further details.
Maintainer
FakeFinder DeepFake Toolkit
FakeFinder is a modular framework for evaluating deepfake detection models, including a web app and API.
BirdsEye - RL on RF
BirdsEye is a modular framework for evaluating the efficacy of tracking radio frequency signals using reinforcement learning methods.
- GitHub repo
- Publication presented at RoSE 2021.
COVID Diagnostic Accuracy Tool
Dash App to support health professionals calculate and visualize diagnostic testing accuracy and associated uncertainties.
- GitHub repo
- Blog-post documenting release of Dash App
- Joint Webinar with Plotly about the importance of communication between data scientists and relevant domain experts
ClusterGAN
PyTorch implementation of ClusterGAN
- GitHub repo
- PyTorch-GAN contribution
PyUnfold
Python package for performing statistical deconvolution.
- GitHub repo
- PyPI package
- Documentation
- J.O.S.S Publication
Charged Particle Propagation Visualization
Python tool for visualizing charged particle propagation in the Earth’s magnetic field.
Rotational Convolution Layer
Implementation of a rotating convolutional kernel operation in TensorFlow.
- GitHub repo
- Presentation slides
CypherCat
Python package for security in machine learning applications, specifically model attacks and defenses.
- GitHub repo
- Documentation forthcoming.