Projects

4 projects

Yelp Batch ETL Pipeline — Business Analytics at Scale

· Data EngineeringApache SparkScalaAirflowMongoDBDelta LakePostgreSQLDockerETL PipelineBig Data

A batch ETL pipeline that processes 9.3 GB of Yelp business data to generate analytics and insights about business performance, customer reviews, and popularity trends.

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NBA ML Pipeline, Predict Player Performance

· NBASports AnalyticsMachine LearningData EngineeringMLOpsPythonLightGBMGoogle CloudDockerCI/CD

A production ML pipeline that runs every day for the NBA season. It collects game data, retrains a LightGBM model, predicts each player’s points and TTFL fantasy points, then ch...

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