Results-driven business analyst skilled in utilizing Python, SQL, Tableau, and Power BI for actionable insights and effective problem-solving. Proven track record in data processing, predictive modeling, and dashboard creation. Committed to advancing analytical capabilities and supporting data-driven decision-making.
Hyperparameter-Tuned Income Prediction Model
Achieved 83.6% accuracy in predicting annual income using Logistic Regression after implementing hyperparameter tuning and feature engineering. Improved class balance with SMOTE and optimized precision and recall metrics, demonstrating advanced machine learning techniques and business application.
SQL-powered sales analytics dashboard
Designed an interactive sales dashboard by integrating SQL insights into Power BI, enhancing data-driven decision-making Analyzed sales data of over 1,000 employees to identify key trends and patterns, providing actionable insights for organizational growth