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Hi 👋, I'm Harn Thonglertwong

New graduate in Electronic System Engineering, Passionate about Data Engineering

My projects

  • Developed an ETL data pipeline on Google Cloud Platform project: Data_Engineer-End-to-End_Project_on_GCP

    • Collected Data from REST API and MySQL database then imported to the Data lake on Google Cloud Storage.
    • Cleaning and manipulating data with Pandas and Spark.
    • Built an automated data pipeline via Apache Airflow on Google Cloud Composer
    • Load final data to Data Warehouse on Google BigQuery and Visualized data on Looker Data Studio dashboard (Google data studio) to identify key factors and trends
  • Database modeling and ETL data pipeline with Docker: Database-modeling-ETL-with-Airflow-on-Docker

    • Designed a database data model and created a PostgreSQL database to store a dataset.
    • Automated an ETL data pipeline with Apache Airflow on Docker. Extracted data from PostgreSQL, Transformed with Pandas and Loaded to Datawarehouse.
  • End to End Batch processing and Real-time Data streaming on Hadoop ecosystem managed by Cloudera. : Real-time_Data_streaming_on_Hadoop-ecosystem_by_Cloudera

    • Ingested raw data into Hadoop HDFS via Hadoop CLI, clean data with SparkSQL.
    • Real-time streaming data with Flume, stored on HBase and Transformed with Spark streaming then loaded to Hive.
    • Scheduling data workflow with Oozie and Using HiveQL to generate data insights.
  • Change Data Capture (CDC) to replicate data from a source database to a destination database using Kafka: Change data capture with Kafka

📫 Email: [email protected]

Harn Thonglertwong's Projects

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