Data Analyst
I'm Rafic Massalkhi, a Computer Science graduate from Western University with a strong interest in data, analytics, and using technology to solve real-world problems. I enjoy working with data, finding patterns, and turning complex information into insights that can support better decisions. Beyond the technical side, I enjoy collaborating with others, taking on new challenges, and constantly learning new skills. Outside of work, I'm a huge sports fan and enjoy both playing and watching soccer, tennis, and MMA. I'm always open to new opportunities, interesting projects, and connecting with people who share similar interests. Feel free to reach out!
Technical Skills
Skills
Experience
Education
Certifications
Utilizing tools and techniques to transform complex datasets into insightful visual representations, facilitating clear and concise communication of key findings and trends.
Employing statistical methods to extract actionable insights from large datasets, enabling informed decision-making and strategic planning.
Query and explore datasets using SQL to extract, organize, and analyze valuable information.
Apply statistical and machine learning techniques to identify patterns and predict future outcomes.
Clean, structure, and transform raw data into reliable, analysis-ready datasets.
Developing responsive and dynamic websites or web applications using modern frontend and backend technologies, ensuring secure and seamless user experiences across platforms.
Built an end-to-end housing price prediction pipeline using Ridge, Lasso, and XGBoost models, incorporating data cleaning, feature engineering, and cross-validated model evaluation. Compared linear and tree-based models using RMSE and R², identifying key drivers of housing prices and quantifying performance trade-offs across modeling approaches. Applied SHAP analysis to interpret model predictions
Developed a virtual pet game in Java with a Java Swing GUI, implementing core gameplay features such as pet management, inventory system, and real-time updates of pet stats (hunger, happiness, health). We executed comprehensive manual and automated testing (JUnit) for unit, integration, and system testing, ensuring robust, bug-free performance and seamless user experience.
Copyright © Rafic. Made by Rafic Massalkhi