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  • Sam Ratulangi University
  • Manado, North Sulawesi, Indonesia
  • 08:24 (UTC +08:00)
  • LinkedIn in/andrewsuadnya

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andrewsuadnya/README.md

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Coding

πŸ’« About Me:

πŸ‘€ I’m passionate about Data, with a focus on Data Engineering
πŸŽ“ I hold a Bachelor’s Degree in Informatics Engineering, Sam Ratulangi University
🌱 Data Engineer Bootcamp Graduate at Digital Skola
πŸ“« Reach me at: andrewsuadnya@gmail.com

πŸ’» Tech Stack:

Python Postgres MySQL MariaDB Google Cloud Alibaba Cloud Snowflake Elasticsearch Apache Kafka Apache Spark Apache Hadoop Apache Airflow Oracle Docker Kubernetes Anaconda Notion Adobe Premiere Pro Canva

πŸ“Š GitHub Stats

✍️ Random Dev Quote

πŸš€ Data Engineering Projects

πŸ“Š YouTube Live Chat Sentiment Analysis

A near real-time sentiment analysis system for YouTube live chat using a big data stack. Built with Kafka, Spark Structured Streaming, Elasticsearch, Kibana, Flask, and React.js to collect, process, and visualize live messages.

Repo

πŸ“° Automated Financial News Sentiment Pipeline with Airflow

A fully automated data pipeline that ingests financial news from Finnhub API, stores it in MongoDB Atlas, performs sentiment analysis, and loads results into PostgreSQL β€” orchestrated using Apache Airflow.

Repo

πŸ’¬ Real-Time Text Stream Analytics with Kafka & Python

End-to-end streaming pipeline using Kafka and Python to generate random sentences, publish to Kafka, and analyze their sentiment in real-time.

Repo

πŸ“ˆ Monthly Order Aggregation with Hadoop MapReduce

A batch ETL project using Hadoop MapReduce to transform and aggregate monthly order data from PostgreSQL into a data mart for reporting.

Repo

πŸ”§ Flask RESTful API with PostgreSQL and Docker

A containerized CRUD API built with Flask and PostgreSQL. Includes RESTful endpoints for user management, health checks, and supports testing via Postman.

Repo

πŸ› οΈ ETL Pipeline: MySQL to PostgreSQL using Docker

A Dockerized ETL pipeline that extracts data from MySQL (CSV-based), transforms it using Python, and loads it into a PostgreSQL Data Warehouse.

Repo

πŸ“¦ Batch ETL for Order Data to PostgreSQL Warehouse

Python-based batch ETL project that migrates and transforms order data from a PostgreSQL source to a data warehouse schema (dim_orders).

Repo

🧱 Building a Data Warehouse with DBT & PostgreSQL

A data warehouse project using DBT (Data Build Tool) for modeling, transformation, and testing on top of PostgreSQL.

Repo



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  1. YouTube-Live-Chat-Sentiment-Analysis YouTube-Live-Chat-Sentiment-Analysis Public

    A near real-time sentiment analysis system for YouTube live chat using a big data stack. Built with Kafka, Spark Structured Streaming, Elasticsearch, Kibana, Flask, and React.js to collect, process…

    Python 2

  2. FinalProject_DE_DigitalSkola FinalProject_DE_DigitalSkola Public

    A fully automated data pipeline that ingests financial news from Finnhub API, stores it in MongoDB Atlas, performs sentiment analysis, and loads results into PostgreSQL β€” orchestrated using Apache …

    Python 1

  3. PROJECT3-DataEngineering-DigitalSkola PROJECT3-DataEngineering-DigitalSkola Public

    Python-based batch ETL project that migrates and transforms order data from a PostgreSQL source to a data warehouse schema (dim_orders).

    Python 1

  4. PROJECT4-DataEngineering-DigitalSkola PROJECT4-DataEngineering-DigitalSkola Public

    A Dockerized ETL pipeline that extracts data from MySQL (CSV-based), transforms it using Python, and loads it into a PostgreSQL Data Warehouse.

    Python 1

  5. PROJECT5-DataEngineering-DigitalSkola PROJECT5-DataEngineering-DigitalSkola Public

    A containerized CRUD API built with Flask and PostgreSQL. Includes RESTful endpoints for user management, health checks, and supports testing via Postman.

    Python 1

  6. PROJECT8-DataEngineering-DigitalSkola PROJECT8-DataEngineering-DigitalSkola Public

    End-to-end streaming pipeline using Kafka and Python to generate random sentences, publish to Kafka, and analyze their sentiment in real-time.

    Python 1