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1. AIRBNB-DBT-SNOWFLAKE-AWS AIRBNB-DBT-SNOWFLAKE-AWS Public

   Metadata-driven end-to-end Airbnb data engineering pipeline built with dbt, Snowflake, and AWS, using Bronze-Silver-Gold architecture, incremental transformations, Jinja macros, ephemeral models, S…

   Python

2. Azure-Real-Time-Ride-Streaming-Platform Azure-Real-Time-Ride-Streaming-Platform Public

   End-to-end real-time data engineering platform using Azure Event Hubs, Databricks, PySpark Structured Streaming, ADLS Gen2, Delta Lake, and dimensional modeling for scalable ride-event analytics.

   Jupyter Notebook

3. Explainable-Credit-Card-Fraud-Detection-with-Machine-Learning-and-SHAP Explainable-Credit-Card-Fraud-Detection-with-Machine-Learning-and-SHAP Public

   Explainable ML for credit card fraud detection on an imbalanced dataset — imbalance-aware modeling, SHAP, and analyst-ready investigation summaries.

   Jupyter Notebook

4. Reddit-AI-Job-Anxiety-ML Reddit-AI-Job-Anxiety-ML Public

   End-to-end ML pipeline processing millions of Reddit posts using Apache Spark on AWS — from raw data to predictions

   Python

5. Accident-Severity-MLOps Accident-Severity-MLOps Public

   US Accident Severity Prediction using ML models (Logistic Regression, Random Forest, LightGBM, MLP) on 7.7M records |

   Jupyter Notebook

6. Adventure-Works-Azure-DataLake-Project Adventure-Works-Azure-DataLake-Project Public

   End-to-end Azure data engineering pipeline implementing a medallion architecture — ingesting AdventureWorks sales data via Azure Data Factory, transforming with Databricks/PySpark into Delta Lake b…

   Jupyter Notebook