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Nghia9912/README.md

Nghia Hoang

Software/Agent Engineer working at Ho Chi Minh City | Focus: Machine Learning, Data Science & Web Development.

Current Focus & Research

  • Developing machine learning models and applying data science methodologies.
  • Building cross-platform applications and web interfaces.
  • Thesis Research: Deep Learning Methods for Deepfake Video Detection with xAI Integration.

Featured Projects

1. Deepfake Video Detection with xAI

  • Description: A research project focusing on identifying manipulated video content using deep learning architectures, integrated with Explainable AI (xAI) for transparent decision-making.
  • Tech Stack: Python, Deep Learning Frameworks, Computer Vision.

2. HRV (Heart Rate Variability) Monitoring App

  • Description: A mobile application designed to track and analyze Heart Rate Variability metrics.
  • Tech Stack: Flutter, Dart.

3. E-commerce Storefront

  • Description: A responsive front-end interface for an e-commerce platform.
  • Tech Stack: HTML, CSS, JavaScript.

Tech Stack

  • Languages: Java, Python, JavaScript, Dart.
  • Technologies & Tools: Machine Learning, Flutter, Git, DaVinci Resolve.

📊 GitHub Analytics

GitHub Streak

Popular repositories Loading

  1. heart_rate_app heart_rate_app Public

    Clinical-grade HRV monitoring app using Camera PPG. Features Sub-frame Parabolic Interpolation for <5ms precision. Flutter & Dart.

    Dart 2

  2. SnapClarity SnapClarity Public

    Highlight any text on the web → AI will summarize, explain, or improve it. Works with free Google API and has multiple languages.

    JavaScript 2

  3. NeoCaptcha NeoCaptcha Public

    The new and more suitable way for humanity to do the captcha

    Python 1

  4. Personal_Website Personal_Website Public

    https://nghia9912.github.io/Personal_Website/

    CSS 1

  5. IntentTrace-xAI IntentTrace-xAI Public

    A deterministic and neuro-symbolic framework for evaluating LLM-generated code using Abstract Syntax Trees, Semantic Embeddings, and Integrated Gradients. Think of it as a 'Digital Polygraph' for A…

    Python 1

  6. vibe_checkpoint vibe_checkpoint Public

    Instant code checkpoints for vibe coders. Save, restore, and diff your project state without touching git.

    JavaScript 1