Portfolio
Technical Projects
- Visualizations created using plotly (Python javascript library): COVID-19 Plots
- NLP Analysis of 5 Years of Meetup Events
Deep Learning Projects
- Deploying Deep Learning Models on Web and Mobile
- Fastai Week 2: Classifying African And Asian Elephants
- Fastai Week 1: Classifying Camels Horses And Elephants
Kaggle
- Is It a Ship or Iceberg
- used deep learning for image analysis
- Blog: My First Kaggle Competition
- GitHub repo: kaggle_iceberg
Scientific Publications
Face Masks Against COVID-19: An Evidence Review (2020)
Publications while affiliated with Thomas Jefferson University:
- Modified two‐sided normal tolerance intervals for batch acceptance of dose uniformity
- Sample sizes for batch acceptance from single- and multistage designs using two-sided normal tolerance intervals with specified content
- The Utility of a 7‐Day Percutaneous Spinal Cord Stimulator Trial Measured by a Pain Diary: A Long‐term Retrospective Analysis
- The Outcome of Neoadjuvant Hormonal Therapy with Radiation Therapy Depends on the Definition of Biochemical Failure: P-33
Book Contribution
- Build a Career in Data Science (by Emily Robinson and Jacqueline Nolis), 2020
- statement on open source sprints
- Data Visualization Made Simple: Insights into Becoming Visual (by Kristen Sosulski, NYU Professor), 2018
Open Source Contribution
- Created documentation: fastai deep learning repo
- Organized 3 scikit-learn open source sprints in 2019 in:
- Nairobi, Kenya: Nairobi 2019 Scikit Learn Sprint Impact Report
- New York, New York: Impact Report for 2017 & 2018 Sprints
- San Francisco, California: & created website for Bay Area 2019 Sprint
- Organized 2017 & 2018 scikit sprint w/@amueller
- created scikit-sprint open source repo for public use: nyc-2018-scikit-sprint
- Contributions to Python libraries
- scikit-learn: check if algorithm is appropriate for classifier #12486
Git Workshops
- List of 15+ Git Workshops Given (2016-2020)
- Intro to Git: workshop content
- Getting Started with Git: video
Workshops
- PyGotham 2016
- Visual Studio Code Workshop Dec 2018