I am an Actuarial Science graduate from Universiti Tunku Abdul Rahman, with a CGPA of 3.77/4. My studies included core modules such as Predictive Modelling, Applied Regression, and Financial Economics, providing a solid foundation in statistical analysis and machine learning. I have gained practical experience in data science, risk modeling, and programming for data processing with Python and R.During my internship at Pilot Multimedia Sdn Bhd, I assisted in developing and improving a Python script for credit risk modeling, improving process efficiency by enhancing data preprocessing and feature selection. Using Logistic Regression and Random Forest binning, I contributed to generating accurate credit scorecards. I also communicated complex risk modeling concepts to clients in clear, non-technical language, demonstrating my ability to explain technical details effectively.As a Private Math Tutor at Didik Lestari Tuition Centre, I simplified complex mathematical theories for students and used educational technologies to enhance learning. I regularly assessed student progress, refining my teaching approach to meet their needs. This role strengthened my communication and data interpretation skills.In my Credit Risk Modeling Project, I applied Logistic Regression to build a predictive model for credit risk assessment, optimizing data preprocessing through imputation techniques and feature categorization using Random Forest binning. Additionally, I researched class imbalances, using SMOTE and TensorFlow to generate synthetic data, which improved the accuracy of machine learning models in handling skewed datasets.I am proficient in Python, R, VBA, SQL, Power BI, and Tableau, which I have used for data analysis, predictive modeling, and visualization. My technical expertise is complemented by strong communication skills, allowing me to present data-driven insights to both technical and non-technical stakeholders.I am fluent in English, Mandarin, and Malay, with basic proficiency in Japanese. My multilingual abilities, combined with my technical knowledge and practical experience, position me well for roles in data science, risk management, and actuarial science. I am passionate about using data and analytics to solve complex problems and contribute to strategic decision-making.