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minhquang0407/README.md

MINH QUANG

Artificial Intelligence Engineer • Mathematics Enthusiast

I approach Computer Science through the lens of mathematical rigor. My focus is on understanding the theoretical foundations of algorithms to build robust, efficient, and scalable AI solutions. I value precision in code and clarity in logic.


Research & Focus

  • Machine Learning: Model architecture, algorithm optimization, and predictive analysis.
  • Mathematics: Applying Linear Algebra and Probability Statistics to solve data problems.
  • Software Engineering: Writing clean, maintainable, and well-documented code (Python, C++, Java).

Technical Proficiency

Category Technologies
Languages Python, C/C++, Java, R, Matlab
AI / ML PyTorch, TensorFlow, Scikit-learn, Pandas, NumPy
Infrastructure Docker, Git, Linux

Activity

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Connect

Open to discussions on Deep Learning theory and Open Source collaboration.

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Popular repositories Loading

  1. social-link-prediction social-link-prediction Public

    A modular social link prediction system utilizing Graph Neural Networks (GraphSAGE/GCN) and structural analysis to predict network connections, featuring an automated ETL pipeline.

    Jupyter Notebook

  2. ancient-doc-restoration ancient-doc-restoration Public

    A hybrid restoration framework for ancient documents that combines Deep Learning (U-Net) for structural mask detection with classical geometric transformations (TPS, Hough Transform) to rectify dis…

    Python

  3. smart-garden-adruino-ai smart-garden-adruino-ai Public

    An AI-powered IoT irrigation system combining Edge ML (Random Forest) on Arduino with Computer Vision (YOLOv11) for automated crop care and facial recognition security, managed via a Streamlit dash…

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    High-Speed Autonomous Pod for Smart City Tourism using DRL & Sim-to-Real

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  5. minhquang0407 minhquang0407 Public

  6. se3-mpc-quadrotor se3-mpc-quadrotor Public

    LieFly: Geometric MPC on SE(3)