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Julio-analyst/README.md

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Hi there, I'm Farrel ๐Ÿ‘‹

๐ŸŽฏ Finalist RASIO 8.0 | ๐Ÿง  AI for Economics & Business
| ๐Ÿ” Data Storyteller | ๐Ÿ‡ฎ๐Ÿ‡ฉ Based in Indonesia


๐Ÿ‘จโ€๐Ÿ’ผ About Me

Aspiring data builder passionate about solving real-world problems with AI, data pipelines, and interactive analytics.
Currently studying Data Science at Institut Teknologi Sumatera, with growing experience in:

  • Designing data pipelines & real-time ingestion systems
  • Developing ML forecasting & chatbot assistants for real use cases
  • Delivering actionable insights in domains like finance, industry, and digital infrastructure

๐Ÿ— What I Build

  • โš™๏ธ End-to-end data workflows (CDC, ETL, batch pipelines)
  • ๐Ÿ“ˆ Time series forecasting & real-time analytics
  • ๐Ÿค– Domain-specific AI apps with RAG + OpenAI
  • ๐Ÿง  Predictive insights with measurable business value

๐Ÿš€ Featured Projects


๐Ÿ” Selected Projects

  • impact-of-ai-asean
    LSTM-based forecasting to analyze GDP trends influenced by AI adoption in Southeast Asia. Finalist project at RASIO 8.0.

  • IDISbot
    AI chatbot with Retrieval-Augmented Generation for investment Q&A, built using GPT-4o, FAISS, and YFinance.

  • debezium-cdc-mirroring
    Near real-time data replication from PostgreSQL using Debezium and Kafka. Supports analytical use cases and microservice syncing.


๐Ÿงฐ Tech Stack

Languages: Python, SQL, R
ML/AI: TensorFlow, Scikit-learn, Keras, Prophet
Data Viz: Plotly, Matplotlib, Seaborn
Big Data & Infra: Apache Kafka, Debezium, Spark, Hive
Apps & APIs: Streamlit, OpenAI, FAISS, Git, Docker
DB & Warehouse: PostgreSQL, MySQL, Hive, OLAP


๐Ÿ“ˆ GitHub Stats


๐Ÿ“ฌ Let's Connect


๐Ÿงญ Want More?

Check out my pinned projects or explore my portfolio for use cases in AI, data pipelines, and decision intelligence systems that bridge academic ideas with real-world utility.

Popular repositories Loading

  1. impact-of-ai-asean impact-of-ai-asean Public

    Infographic + Forecasting project about the impact of AI on ASEAN industry & economy. Finalist RASIO 8.0.

    Jupyter Notebook

  2. IDISbot IDISbot Public

    Asisten investasi berbasis AI dengan analisis saham realtime

    Python

  3. debezium-cdc-mirroring debezium-cdc-mirroring Public

    HTML

  4. Julio-analyst Julio-analyst Public

  5. Riau-Temp-GWL-Regression Riau-Temp-GWL-Regression Public

    Analyzing the effect of temperature on groundwater level (GWL) in Riau, Indonesia using simple linear regression in R.

    HTML

  6. hadoop-food-trade-analysis hadoop-food-trade-analysis Public

    Python