Monica Puerto
Data Scientist. An activist. A feminist. A latina. A speaker.
Programming Skills
Python
Django,Regex,Pandas, Matplotlib, Scikit Learn, Numpy, BeautifulSoup4, Selenium, Tensorflow, PyTorch, LIME
NLP: NLTK, GPT-2, Gensim [LDA, Word2vec, Glove], HuggingFace(BERT)
R
tidyverse, caret, modelr, MASS, tidytext, stringr, lubridate, acs, Rsocrata, glm, Shiny, leaflet, survey
Databases
Redshift, Snowflake, Postgres
AWS
S3 buckets, Redshift, AWLS CLI, EC2, Boto3, Lambdas, Cloudwatch, Gateway
AWS Machine Learning Certification 2021-2024Projects
Women in Datathon 2022 (Python)
*Winner* Paid Leave Sentiment across Top 50 Fortune Companies311 Data Requests analysis(R)
GASP 2019 PresentationNLG Tweets with GPT-2 (Python)
Evaluating Tweets created with GPT-2 with Bert Scores (Python)Shiny App
Time Series Visual of Eviction Filing Rates in United States and KMeans model of similar counties (R)DC COVID Dashboard (Python)
Dashboard that updates via Python FileWebscrape of BLS Tables (R)
Webscrapes Bureau of Labor Website for Unemployment by Counties from 2000-2016Speaking
Web Scraping with Beautiful Soup & Selenium
Pandas Python Library
Conditional Statements with Python
Object Oriented Programming
Government Advances in Statisical Programming (GASP) 2019
Fundamentals of an R Shiny web app
Education
American University
Masters of Data Science 2021
Data Science
GPA: 3.9
Research Assistant January 2019-May 2021 under the supervision of Dr.Boukouvalas
Textbook Award Recipient 2020
Florida State University
Bachelor of Science 2012
Double Major Finance & Marketing
GPA: 3.5