I'm passionate about transforming raw data into meaningful insights and practical solutions through analytics, visualization and machine learning.

My projects cover the complete journey from data preparation and EDA to modeling, evaluation and business insights. I enjoy working on problems where data can help people make better decisions.

I learn by building — and build to solve real problems.

Data Cleaning
EDA
Data Wrangling
Statistics
Visualization
Business Insights

Classification
Regression
Feature Engineering
Ensemble Learning
XGBoost
Hyperparameter Tuning

Power BI
DAX
SQL
Deep Learning
Computer Vision
Explainable AI

Computer Vision • Deep Learning • Industrial AI

AI-powered steel surface defect inspection using EfficientNet-B0, transfer learning and Grad-CAM across 10 industrial defect classes.

Performance

Python PyTorch EfficientNet-B0 Grad-CAM Streamlit

XGBoost • Risk Intelligence • Explainable AI

End-to-end fraud detection system for imbalanced transaction classification with hyperparameter tuning, threshold optimization and SHAP.

Performance

Python XGBoost Scikit-Learn SHAP

Predictive Analytics • Machine Learning • Business Intelligence

A predictive system designed to identify high-potential leads and estimate conversion probability from customer and marketing data.

Final Model — Stacking Classifier

Python Pandas Scikit-Learn XGBoost SQL Power BI

Deep Learning • Medical AI • Computer Vision

Multi-class MRI classification using EfficientNetB0 + Focal Loss, with model explainability through visual interpretation techniques.

Classes

Glioma · Meningioma · No Tumor · Pituitary

Performance

Python PyTorch EfficientNetB0 Focal Loss

Machine Learning • Churn Analytics • Business Insights

End-to-end customer churn prediction project focused on understanding retention drivers and generating actionable business recommendations.

Workflow

Data Cleaning → EDA → Feature Engineering → ML → Evaluation → Insights

Python Pandas NumPy Scikit-Learn SQL Plotly XGBoost

Power BI • Business Intelligence • Data Analytics

Interactive recruitment dashboard designed to turn hiring data into clear KPIs, trends and workforce insights.

Focus Areas

Recruitment KPIs · Hiring Trends · DAX · Power Query · SQL

Platform

Power BI

Power BI • Business Intelligence • Data Analytics

Interactive Power BI dashboard designed to analyze coffee sales performance, product demand, customer ordering patterns, payment behavior, and sales trends.

Key Metrics

Focus Areas

Sales Analysis · Product Performance · Payment Analysis · Time Trends

Power BI DAX Power Query Data Analytics