Projects

Personal Financial Analysis Dashboard

Developer

Developed interactive Power BI dashboard using twelve months bank statement data, visualizing income, expenses, and savings trends while tracking monthly financial patterns to support strategic planning, improve budgeting accuracy, and enable efficient personal financial resource allocation decisions.

Skills Used

• Power BI
• Data Visualization
• SQL
• Data Analysis
• Financial Analytics

World Layoffs Data Cleaning Pipeline

Sole Contributor

Cleaned and structured global layoffs dataset (2020–2023) using MySQL, building staging tables to preserve raw data, enabling repeatable workflows, improving data integrity, and supporting accurate analysis of workforce reduction trends across companies, industries, and countries.

Skills Used

• MySQL
• Data Cleaning
• Data Modeling
• ETL Workflow
• Data Integrity

Credit Risk Prediction Platform

Sole Contributor

Developed end-to-end machine learning pipeline predicting individual credit default risk using XGBoost and LightGBM, integrating SHAP explainability techniques and evaluating performance with ROC-AUC, F1-score, and accuracy metrics to ensure reliable, transparent, and optimized predictive modeling outcomes.

Skills Used

• Python
• Machine Learning
• XGBoost
• LightGBM
• Model Evaluation