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1. Traffic-Sign-Recognition-with-PyTorchTraffic-Sign-Recognition-with-PyTorchPublic

   PyTorch traffic sign classification with CNN, ResNet18 transfer learning, FastAPI, Docker, testing, and CI/CD

   Python 1

2. HeartDisease_MLOpsHeartDisease_MLOpsPublic

   Leakage-safe heart disease risk screening with XGBoost, FastAPI, Docker, testing, and CI/CD

   Python 1

3. Vehicle-object-detection-with-YOLOVehicle-object-detection-with-YOLOPublic

   YOLO vehicle detection for images and CCTV video with annotated outputs, frame-level CSV export, Docker, and CI

   Python 1

4. NYC-Yellow-Taxi-Fare-Prediction-using-Snowflake-SQLNYC-Yellow-Taxi-Fare-Prediction-using-Snowflake-SQLPublic

   14.9M NYC taxi records with Snowflake and SQL, building regression pipelines.

   Python

5. MLBookMLBookPublic

   Implementing core ML algorithms from scratch

   Jupyter Notebook 1

6. ML-projectsML-projectsPublic

   Applied machine learning portfolio spanning regression, classification, clustering, statistics, and large-scale data workflows

   Jupyter Notebook 1