2021 - 2022

Data Science Fellow at Correlation One

● Conducted in-depth exploratory data analysis, employed AB testing, and applied logistic regression to extract actionable insights from real-world datasets. ● Collaborated on a capstone project analyzing patient retention rates using data sponsored by a Cancer Institute, delivering findings to a live audience. ● Gained expertise in feature engineering, data wrangling, and statistical modeling techniques. ● Tested and validated models for accuracy of predictions in outcomes of interest.

Data Engineering Fellow

● Developed end-to-end ETL data pipelines using AWS, transforming semi-structured data from APIs and websockets into structured data for analysis. ● Leveraged Python scripts to extract data from various APIs and deployed them on AWS EC2 instances. ● Designed and implemented a Bitcoin price & sentiment analysis ETL pipeline, integrating 1.5 million tweets through Twitter API and Binance WebSocket API. ● Utilized Redshift cluster queries to transform and load data, creating insightful visualizations on Tableau and Dash. ● Proficiently utilized Terraform to provision and manage AWS resources, ensuring scalability of data processing infrastructure.

2018-2024

IT Analyst