House Rent Prediction
A multi-layered Artificial Neural Network (ANN) optimized to predict rental prices based on complex feature sets including location, amenities, and market trends.
Wine Quality Analytics
Advanced classification system utilizing Random Forest and Gradient Boosting to predict wine quality grades with high precision across chemical composition data.
Breast Cancer Detection
Medical diagnostic tool implementing Support Vector Machines and Logistics Regression to classify tumors as malignant or benign with a focus on recall metrics.
Glioma Tumor Grading
Sophisticated grading system for glioma tumors using radiomic features and unsupervised learning techniques to identify tumor stages and progression.
Customer Risk Profiling
End-to-end risk analysis system for banking customers. Uses behavioral data to predict default probability and segment customers by risk level.
Credit Risk Engine
Production-ready machine learning engine for financial risk assessment. Integrated with SHAP for explainability and Streamlit for real-time dashboarding.
Intelligent Movie Recommender
A personalized recommendation engine using hybrid filtering techniques and content-based analysis to suggest movies based on user preferences.
Customer Segmentation Analytics
Advanced clustering system using K-Means and PCA to identify distinct customer segments for targeted marketing strategies and behavioral analysis.
