Freda Erinmwingbovo account profile
Personal details
Freda Erinmwingbovo
Work preferences
Desired roles
Data Scientist
Data Analyst
Experience
Projects
Build and deploy a stroke prediction model using R
Built a stroke prediction model in R using logistic regression, random forest, SVM, decision tree, and XGBoost. Best model: Logistic Regression, ROC AUC 0.847. Deployed via Vetiver and Shiny.
Category: Data Preprocessing
Category: Tidyverse (R Package)
Category: Predictive Analytics
Category: Statistical Analysis
Category: Model Deployment
Category: Feature Engineering
Category: Model Evaluation
Category: Risk Modeling
Category: Data Cleansing
Category: Data Analysis
Category: R Programming
Category: Classification Algorithms
Category: Machine Learning
Category: Data Manipulation
Category: Predictive Modeling
Category: Applied Machine Learning
•7-9 hours•Completed March 2026
Education
Courses
Google · Course
Foundations of Data Science
Category: Project Management
Category: Communication
Category: Data Analysis
Category: Planning
Completed March 2026