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bayu-siddhi/README.md

Hi 👋, I'm Bayu Siddhi Mukti

Information Systems Undergraduate Student | Tech Enthusiast | ML & GenAI Explorer


bayu-siddhi

  • 🏫 I’m an undergraduate student in Information Systems at Sepuluh Nopember Institute of Technology (ITS)
  • 🏅 I'm also a Distinction Graduate of Bangkit 2024 H2 Machine Learning Path, a program by Google, GoTo, and Traveloka
  • 👨‍💻 I’m passionate about building data-driven solutions, especially with backend, machine learning, database, and graph
  • 🚀 I'm currently focusing on machine learning, NLP, knowledge graphs, and generative AI
  • 🛠️ Some of my projects include Graph-RAG Q&A systems, ETL pipelines, and custom ML utilities

Connect with me

bayu-siddhi-mukti bayu.siddhi

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  1. indonesia-it-law-graph-rag indonesia-it-law-graph-rag Public

    Indonesian Information Technology Law Question Answering System based on Graph Retrieval Augmented Generation (Graph-RAG). My undergraduate thesis project in Information Systems at Sepuluh Nopember…

    Python

  2. graph-rag-arangodb graph-rag-arangodb Public

    Next-Gen Indonesia IT Law Q&A: Knowledge Graphs & LLMs. ArangoDB Hackathon Project Repository: Building the Next-Gen Agentic App with GraphRAG & NVIDIA cuGraph.

    Jupyter Notebook 6 2

  3. Exploria-Team/exploria-machine-learning Exploria-Team/exploria-machine-learning Public

    Exploria’s machine learning stack leverages TensorFlow for custom model development, focusing on personalized travel recommendations using a hybrid filtering approach. Data preprocessing is handled…

    Jupyter Notebook

  4. e-commerce-data-analysis e-commerce-data-analysis Public

    Final Project of "Learn Data Analysis with Python" course from Dicoding Indonesia. Creating data analysis on E-Commerce Public Dataset using Python based on business questions, including creating a…

    Jupyter Notebook 1

  5. unit-converter unit-converter Public

    A terminal-based application, built with Rust, for converting temperature and length units. My first Rust project

    Rust

  6. valuta valuta Public

    A modern Android currency converter and real-time exchange rate tracker built with Flutter, featuring Material 3 design and public API integration. My first Dart & Flutter project.

    Dart