Felix Offei Email & Phone Number

Bordentown, Nj, Us

Philadelphia, Pennsylvania, United States

New Jersey

Springboard

• Built a pricing model for ski resort tickets: Perform exploratory data analysis to uncover varying patterns between states and ticket prices for various resorts. Used PCA (Principal Component Analysis and Feature Importance) to select the important features for modeling. Modeled the training data to various machine learning algorithm and chose the best performing model by using cross-validation score and the mean absolute error.• Microsoft Malware Prediction (Built a model to predict if a machine will soon be hit by a malware): Perform data wrangling to correct all missing values. Further exploration was performed on the data to find any relationships between the properties of a machine and malware detection. Built a prediction model to attain an accuracy of 64% on the data using XGBoost Classifier.• Predict the probability that an online transaction is fraudulent: Utilized Pandas, Numpy, Matplotlib, Scikit-Learn, Deep learning-Keras to perform exploratory data analysis to reveal relationship between activities leading to fraud.

Doctor Of Philosophy - Phd, Health Informatics

Data Science Career Track, Data Science

550+ hours of hands-on curriculum, with 1:1 industry expert mentor oversight, and completion of 2 in-depth capstone projects. Mastering.

Master’S Degree, Mathematics And Statistics

Activities and Societies: ETSU Abstract Algebra Club, ETSU Statistics Club

Bachelor’S Degree, Mathematics