Projects & Case Studies

A collection of my featured data science projects — from NLP pipelines for global risk analysis to predictive models that drive business and educational insights.

A stock market graph to represent the G-SIB Risk Intelligence project

G-SIB Risk Intelligence

Revealing hidden systemic risks in global banks through a multi-method NLP pipeline using FinBERT, BERTopic & Power BI. 

Student Dropout Prediction

Predictive modeling to identify at-risk students using XGBoost & Neural Networks. 

A symbolic image representing sentiment analysis of customer reviews, such as an abstract dashboard with stars, speech bubbles, and graphs in a modern, data-driven style.

Customer Review Analysis

Dive into sentiment analytics and keyword extraction to reveal client trends and actionable feedback for service improvement.

A visually engaging image representing book sales forecasting, such as books with rising graph lines or sales data visualization motifs—clear, modern, data-driven style

Book Sales Forecasting

Forecast future book sales using time-series modeling and identify seasonal patterns to optimize inventory and marketing.