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mikecerton/README.md

Hi, I'm Weerapat Promwijit (mai)👋

Computer Science, KMITL (CS40)

🚀- About me

 Data Engineer with hands-on experience delivering enterprise data warehouse migrations to Azure Databricks and building data pipelines to support business requirements, analytics, and reporting. Skilled in ETL/ELT development, data modeling, migration planning, and data security implementation. Experienced in integrating data from databases, APIs, and cloud-based sources. Also developed projects involving distributed systems, real-time data processing, and deep learning applications, including an LSTM-based model for automated data correction. Passionate about modern data platforms, Data Engineering, and AI-driven solutions.

💡- Programming Skills & Technology Stack

Programming Languages:

Python SQL Java Shell Script

Big Data & Processing Tools:

Apache Spark Apache Kafka Apache Airflow

Relational Database:

Oracle MySQL PostgreSQL

NoSQL Database:

MongoDB CouchDB

Cloud Platforms:

AWS Azure Databricks

Data Visualization:

Power BI Looker Studio

Machine Learning & Deep Learning:

PyTorch Keras TensorFlow OpenCV Scikit-learn

DevOps & Other Tools:

Kubernetes Docker Git Excel

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  1. UserInsight-Streaming-Data-Pipeline UserInsight-Streaming-Data-Pipeline Public

    UserInsight-Streaming-Data-Pipeline is a real-time pipeline that ingests API data into Kafka, processes it with Spark, stores it in S3, and uses AWS Lambda to load it into Redshift. The data is the…

    Python 2

  2. The-Retail-ELT-Pipeline-End-To-End The-Retail-ELT-Pipeline-End-To-End Public

    This project designs and implements an ETL pipeline using Apache Airflow (Docker Compose) to ingest, process, and store retail data. AWS S3 acts as the data lake, AWS Redshift as the data warehouse…

    Python 3

  3. VGG16_Transfer_Learning_PyTorch VGG16_Transfer_Learning_PyTorch Public

    This project utilizes transfer learning with the VGG16 model to perform classification tasks on a custom dataset. [AI Engineer]

    Jupyter Notebook 1

  4. Apache_Airflow_Basic Apache_Airflow_Basic Public

    This repository offers an easy-to-follow guide on Apache Airflow, explaining the basics of creating, running, and managing data pipelines. [Data Engineer]

    Python 2

  5. SSD300-FromScratch-PyTorch SSD300-FromScratch-PyTorch Public

    Python 1

  6. ETLpython_Oracle ETLpython_Oracle Public

    ETL from couchDB to Oracle using python [Data Engineer]

    Python 1