Pinned Loading

1. medical-ai-rag-system medical-ai-rag-system Public

   Production RAG system for medical Q&A with page-level citations and measured retrieval quality (96.9% hit@4, MRR 0.807). LangChain, FAISS, Llama-3.1, Gradio/FastAPI. Jenkins CI/CD → Trivy scan → AW…

   Python

2. telecommunication-customer-churn-prediction telecommunication-customer-churn-prediction Public

   End-to-end MLOps system predicting telecom customer churn — XGBoost + Optuna (ROC-AUC 0.85, 81% recall), served with FastAPI & Gradio, containerised with Docker, automated via GitHub Actions CI/CD,…

   Jupyter Notebook

3. VGG16-Based-Kidney-Tumor-Detection-System VGG16-Based-Kidney-Tumor-Detection-System Public

   Production-grade deep learning pipeline for 4-class kidney CT scan (cyst/normal/stone/tumor) classification (VGG16 transfer learning, 97.95% val accuracy). The project includes config-driven traini…

   Jupyter Notebook

4. ML-Healthcare-Premium-Prediction ML-Healthcare-Premium-Prediction Public

   End-to-end ML system predicting health insurance premiums — XGBoost, R²=0.99, Streamlit

   Jupyter Notebook