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@C242-PS270 @signifyindonesia

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bagascahyawiguna/README.md

Hi, I'm Bagas Cahyawiguna 👋

Informatics Engineering Graduate · AI/ML Engineer · Android Developer · Network Administrator

I build AI-powered applications focused on accessibility and social impact — from sign language translators to currency recognition tools for the visually impaired. I enjoy working across the full stack of a machine learning project: data preprocessing, model training, deployment, and integration into real products.


🚀 Featured Projects

🤟 Signify — Real-Time Sign Language Translator

AI-powered web app for recognising and translating Indonesian Sign Language (SIBI) alphabet using Computer Vision

  • Role: AI Engineer — model training, architecture comparison, real-time inference pipeline
  • Models: EfficientNetB0 (96% val accuracy), ResNet50 (97% val accuracy), MobileNetV2
  • Stack: TensorFlow/Keras · MediaPipe · OpenCV · Python · Flask
  • Program: Coding Camp 2025 Powered by DBS Foundation ID
  • 🌐 Live Demo: signifyindonesia.netlify.app
  • 📁 ML Repo: signifyindonesia/signify-ml

👁️ Eyes on Me — AI Android Assistant for the Blind

Android app that translates surrounding environment conditions into audio output for visually impaired users

  • Role: Android Developer — on-device ML integration, UI/UX, Kotlin development
  • Stack: Kotlin · Android Studio · TensorFlow Lite · REST API
  • Program: Bangkit Academy 2024 led by Google, Gojek, Tokopedia & Traveloka
  • 📁 Repo: EyesOnMe

💰 SIRUPI — Currency Recognition for the Visually Impaired

AI-powered app to detect and identify Indonesian Rupiah banknote denominations via camera

  • Role: AI & Mobile Developer — object detection model, mobile inference
  • Stack: Python · TensorFlow · OpenCV · Android
  • Context: Internship project at SLB Negeri Taruna Mandiri Kuningan
  • 📁 Repo: SIRUPI

🛠️ Tech Stack

AI / ML        → Python · TensorFlow/Keras · OpenCV · MediaPipe · Scikit-learn
Mobile         → Kotlin · Android Studio · Jetpack Compose · TensorFlow Lite
Web / Backend  → JavaScript · Flask · REST API
Tools          → Git · Figma · Jupyter Notebook

📜 Certifications

  • 🏅 Junior Network Administrator — BNSP (Valid 2024–2027)
  • 🏅 IT Specialist: HTML & CSS — Certiport (2025)

📬 Connect with Me

LinkedIn Email

Pinned Loading

  1. DataAnalysis DataAnalysis Public

    Jupyter Notebook

  2. ImageClassification ImageClassification Public

    Jupyter Notebook

  3. SIRUPI SIRUPI Public

    Jupyter Notebook

  4. C242-PS270/EyesOnMe C242-PS270/EyesOnMe Public

    Kotlin 1 1

  5. signifyindonesia/signify-ml signifyindonesia/signify-ml Public

    Jupyter Notebook

  6. signifyindonesia/signify-ml-api signifyindonesia/signify-ml-api Public

    Python