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1. LEDNet-Joint-Restoration LEDNet-Joint-Restoration Public

   Joint Low-Light Enhancement and Deblurring using LEDNet (ECCV 2022) with BasicSR, Gradio Web UI & Colab Demo.

   Python

2. dual-backend-rest-api dual-backend-rest-api Public

   🚀 Production-ready RESTful API showcase comparing ASP.NET Core (.NET 10) & Node.js Express. Features Scalar API docs, thread-safe storage, uniform ApiResponse envelope, robust validation & pagination.

   C#

3. fire-fall-detection-yolo fire-fall-detection-yolo Public

   Real-time AI safety monitoring system for fire/smoke detection and multi-person fall detection using YOLOv8, ByteTrack, and Bi-LSTM Attention with instant Telegram alerts.

   Python

4. material-management-api material-management-api Public

   Production-ready ASP.NET Core 10 Web API for Construction Material Management showcasing LINQ Method vs. Query Syntax, EF Core joins, pagination, and unified error handling.

   C#

5. nlp-fundamentals-coursework nlp-fundamentals-coursework Public

   End-to-end NLP coursework: Vietnamese text preprocessing, classical sentiment classification, Word2Vec Skip-gram from scratch, and PyTorch BiLSTM.

   Jupyter Notebook

6. vietnamese-product-description-generation vietnamese-product-description-generation Public

   Automated Vietnamese e-commerce product description generation using Seq2Seq (ViT5, BARTpho) and Causal LLM (Qwen2) with a zero-hallucination hybrid pipeline.

   Jupyter Notebook