▻ Iteratively improved Natural Language Processing (NLP) predictive models
▻ Developed a Collaborative Filtering model based on user ratings
▻ Created back-end Python API’s with Flask on AWS’s Elastic Beanstalk to facilitate post requests
▻ Launched a PostgreSQL instance on AWS RDS to store millions of GoogleBooks data
▻ Collaborated on a team of data scientists, iOS developers, web developers, and UI/UX designer
▻ Deployed a front-end user interface for user to interact with a predictive pricing model via Flask & Heroku
▻ Based on 9 million 2018 United States domestic flights.
▻ Tediously gathered 27M rows of data, arduously wrangled/cleaned to 9M, uploaded data to Kaggle
▻ Generated numeric visualizations to illustrate feature importances, distribution, and variances
▻ Connected with Spotify’s API to harvest data (and metadata) about the songs in their database
▻ Built a couple of back-end Python API’s to return predicted songs data to front-end
▻ Collaborated on a team of three data scientists and three web developers
▻ Did you know that there are over 180,000 glaciers on Earth? What is a glacier?
▻ Data exploration, story-telling with data, and unique data visualizations/analysis
▻ Combined data science with visual communication, moving GIF files, and graphic design
▻ A diverse array of data visualizations that I've created throughout my coding career
▻ Includes bar charts, line charts, scatter/cluster plots, heat maps, word charts, geographic maps, and more!
TECH STACK BLOG
WRITTEN BY: RYAN ZERNACH