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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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huynhtruc0309/README.md

About me

Computer vision engineer and spectral imaging researcher with 4+ years building production-scale biometric systems. Currently completing an Erasmus Mundus M.Sc. in Computational Colour and Spectral Imaging at NTNU and Jean Monnet University while conducting thesis research at Sony Europe on deep learning-based hyperspectral reconstruction.

Research & engineering interests

  • Hyperspectral imaging and multi-illumination estimation
  • Deep learning for image relighting and color processing
  • Large-scale biometric verification systems
  • Medical image processing and AI applications

Some projects

  • Hyperspectral Reconstruction: deep learning pipeline for spectral recovery from optical systems (Sony Europe, 2025)
  • Image Relighting: benchmarking and Phong reflection model implementation (Laboratoire Hubert Curien, 2024)
  • Biometric Verification Platform: led development of system serving millions of daily transactions (Viettel AI)
  • Fraud Detection App: first prize winner at Meta Developer Circle Innovation Challenge Singapore

Tech stack

Python PyTorch C++ TensorFlow OpenCV Docker AWS Linux MATLAB

Contact

Pinned Loading

  1. CUDA-Image-Filters CUDA-Image-Filters Public

    Tone Mapping, Seam Carving, Red Eye Reduction, and Edge Preserving Blur on CPU and GPU.

    Cuda

  2. Virtual-Object-Insertion Virtual-Object-Insertion Public

    An implementation of virtual object insertion task based on deep learning.

    Python 1

  3. 3D-Multiview-Reconstruction 3D-Multiview-Reconstruction Public

    Reconstruct depth from static images which are stereo visions

    Jupyter Notebook

  4. Phong-Model-Relighting Phong-Model-Relighting Public

    Phong Reflection Model for relighting task

    Python

  5. Credit-Card-Approval Credit-Card-Approval Public

    Support Vector Machine to classify credit card approval decisions

    Jupyter Notebook 1

  6. Spectral-Rendering Spectral-Rendering Public

    Render models using spectral reflectance

    1