Data scientist, data analyst with master's degree in psychology
Hi, I am Zoe Yeji Seoung. I work on end-to-end data science projects that usually begin from collecting data, prepare it for analysis, build machine learning models, deploy model productions, and deliver business insight using visualization tools. Deriving meaningful insights out of data is something that I really like.
Skills
As a data analyst & scientist, I am passionate about translating data into meaningful and comprehensible insights. My goal is to help make and data-driven decisions that lead to cost saving results.
Collect
Postgres, BeautifulSoup, API, Qualtrics, MTurk
"Web scraping, manipulating experimental or questionnaire design and worked with Qualtrics and MTurk to collect data"
Process
Python, Pandas, NumPy
"Data wrangling, cleaning, and reshaping to prepare data analysis and automated workflows"
Analysis
Scikit-learn, Feature-engine, SPSS
"Data exploration, application of statistical methods, and getting more value from your data"
Visualization
Matplotlib, Seaborn, Tableau
"Creating static/interactive visualizations, and illustrating stories with dashboards"
Machine Learning
Git, AWS, PyTorch, imblearn, Supervised ML, Unsupervised ML, Custering
"Building machine learning models and pipelines for predictions based upon historical data"
Deployment
REST API, Heroku, Docker
"Packaging the model for production, serving and deploying the model via REST API using heroku and docker"
Education
CUNY - Hunter College
Master's degree in Psychology
Hosei University
Bachelor's degree in Psychology
Udacity
Data Scientist Nanodegree
Udacity
Data Analyst Nanodegree
Udemy
PostgresSQL
Udemy
Machine Learning