Machine learning in Archeology
Using machine learning models for classification of artifacts from Pinnacle Point to uncover how heat treatment was used in the middle Stone Age of Africa.
Data Scientist Skilled in Tableau, Alteryx, SQL, SAS and Python
Double major in data science and anthropology, graduating spring 2025
Using machine learning models for classification of artifacts from Pinnacle Point to uncover how heat treatment was used in the middle Stone Age of Africa.
Used SAS to create a multiple regression model that used components of the consumer discretionary index. Performed a full regression analysis and residual analysis using Tableau to visualize all necessary data.
Cleaned up multiple unusable columns and parsed the data into a usable format, filled missing data using joins, and cleared unusable columns to make a cleaner dataset.