Augustine Bowe Email & Phone Number

New York, United States

Completed a 20-week data analytics bootcamp with a focus on data science, machine learning, natural language processing, and business communication. Notable projects include:Wine RecommenderCreated a wine recommendation system based on topic similarity.Modeled topics using NLP techniques (text preprocessing, TF-IDF, NMF) to categorize 150,000 wine reviews.Used cosine similarity to suggest best wine matches based on described tastes.Heart Disease Classi cation ModelBuilt classi cation model to predict instances of heart disease based on survey responses.Used ensembling techniques with XGBboost, RandomForest and Logistic Regression to build predictive models.Performed Gridsearch to optimize hyperparameters Set model decision threshold using cost functionMovie Runtime RegressionWeb-scraped data on 1000 popular movies from boxo cemojo.comCreated Linear Regression and LASSO regression models targeting international gross box o ceFound positive correlation between movie runtime and box o ce success controlling for other factorsNYC Weekday/Weekend Activity Comparison Since COVID19Used MTA turnstile and NYC government data on new business licenses Compared tra c on weekdays and weekends before and after COVID19 at 4 Manhattan subway stationsPlotted seasonality trends using Matplotlib.