
Ali Asjad
Data Scientist Machine Learning Engineer
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Porfolio
Experiencia laboral
Data Scientist and Machine Learning Engineer
Self Employed • Freelance
May 2024 - May 2024 • 0 mos
Vehicle Insurance Customer Lifetime Value Prediction Developed an end-to-end machine learning solution for predicting Customer Lifetime Value (CLV) using a vehicle insurance dataset. Performed data cleaning, exploratory data analysis, statistical testing, feature engineering, correlation analysis, outlier detection, feature selection, and predictive modeling. Built and evaluated Linear Regression and Random Forest models, achieving high predictive accuracy with Random Forest. Delivered a comprehensive analytical report with visualizations and business insights to support data-driven decision-making. Technologies Python Pandas NumPy Scikit-learn Matplotlib Seaborn Jupyter Notebook Machine Learning Data Analysis Data Visualization Statistics