Time-Series Anomaly Detection API
Time-series anomaly detection system built with rolling statistical features and an Isolation Forest model, exposed through a FastAPI service with careful warm-up handling and Dockerized deployment.
Multi-Modal Survival Prediction for Skin Cancer
Developed multi-modal survival prediction models using clinical, genomic, and imaging data with CoxPH, DeepSurv, and DeepHit, plus SHAP-based explainability.
Emergency Vehicle Image Classification (CNN)
Built a CNN to classify emergency vs non-emergency vehicles, achieving 90% accuracy.
UK Road Accident Analysis & Forecasting
Time-series analysis and forecasting of UK road accident trends.
Mock Census Data Analysis
Demographic analysis and visualization of census-style data.
Video Games Sales Performance Analysis
Regression models to predict video game sales performance.
Disaster Tweet Classification (NLP)
NLP models for disaster tweet classification using BiLSTM & GRU.