Gavin Cardeno
👋 Hello! I’m a Statistics and Data Science major at UCLA, with a passion for solving problems through programming and data analysis. I’m experienced in languages like C++, Python, C#, and SQL, and I enjoy using these skills to uncover insights and tackle challenges. I’m always looking for opportunities to learn, collaborate, and contribute to projects that make a real impact.
Projects
Predicting Economic Growth
Analyzed GDP, unemployment, inflation, and economic growth across major global economies. By applying statistical techniques, I identified trends and correlations, offering insights into global economic dynamics and forecasting future trends. R Script
Predicting Obesity Status Using Machine Learning
Developed a machine learning model to predict obesity status using health data. Preprocessed the dataset, handled NA's, and compared models including Logistic Regression, LDA, QDA, Random Forest, and XGBoost, achieving 97.36% accuracy.
Effects on Wine Quality
Analyzed factors influencing red wine quality using regression modeling. Applied variable transformations and subset selection to address multicollinearity, resulting in a model with proven key variables that predict wine quality effectively.
Alcohol’s Effect on Coordination
Conducted an ANOVA study to examine the impact of alcohol consumption on balance test performance across genders.