A data scientist & activist. A feminist. A latina. A speaker.
Django, NLTK, Regex,Pandas, Matplotlib, Scikit Learn, Numpy, BeautifulSoup4, Selenium
tidyverse, caret, modelr, MASS, tidytext, stringr, lubriate, acs, Rsocrata, glm, Shiny, leaflet
Redshift, Snowlfake, Postgres
S3 buckets, Redshift, AWLS CLI
Worked with linear and classification models. Utilized supervised and unsupervised methods (KNN, PCA). Built models around natural language processing using TF-IDF matrices. Understand feature importance,residuals analysis, overfitting vs underfitting, sampling, cross validation, ensembling models, etc.
AFSCME is the nation's largest public service employee union. Working with vendor data like voter files from Target Smart and Catalist. Experience with Hustle, NGP VAN, and Action Network. Overseeing our model productions and polling analysis.
Worked in the Travel Operations / Customer Experience at a startup that provided a travel management solution for businesses. Worked as the data analyst to create dashboards monitoring our call center metrics, while understanding customer needs through natural language processing, and making sure that our call center is efficiently staffed to meet service level agreements through forecasting.
Consulted for the website of National Geographic and their ecommerce online store. Utilized Domo as a business intelligence tool to create dashboards across website, social, and customer data. Deployed A/B testing for the ecommerce websites and managed digital campaigns across email, facebook, seo, sem and affiliate marketing.
Consulted on digital reporting, business developments, and provided data for media kits/ ad proposals for brands such as TLC, Animal Planet, Discovery Channel, Discovery Kids, and Home & Health.
Demoed code about Python's BeautifulSoup4 and Selenium for 3 different organizations.
Demoed code about Python's Package Pandas for Data Analysis
Demoed Python code on how to construct if else and while statements
Demoed Functions vs Methods (Object Oriented Programming)