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  • University of Information Technology - VNUHCM

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quocnhut134/README.md

Hi there, I'm Duong Quoc Nhut

Typing SVG

About Me

I am a third-year Computer Science student at University of Information Technology (UIT - VNUHCM). My passion lies in bridging the gap between theoretical AI models and real-world applications. I am actively looking for opportunities as an AI / Computer Vision / NLP Engineer.

  • I’m currently working on Person Re-Identification, GenAI and LLM Fine-tuning.
  • I believe in Critical Thinking and Knowledge Sharing.
  • Learning philosophy: "Learn everything, understand deeply, and share widely."

Tech Stack

Languages Python HTML5 SQL

AI & Data Science Frameworks PyTorch TensorFlow Scikit-Learn HuggingFace LangChain OpenCV

Tools & Platforms Git Linux

Featured Projects

Here are some of my key projects in Computer Vision (CV) and NLP:

Project Domain Tech Stack
Visible-Infrared Person Re-ID
Optimized IDKL Model for weak hardware performance.		 CV PyTorch, Optimization, Deep Learning, IDKL Model
Banking Intent Classification
Fine-tuning LLM to classify user intents in banking sector.		 LLM Transformers, LLM
Sketch-to-Face Translation
Generating realistic faces from sketches by Finetuning Stable Diffusion Model		 GenAI Stable Diffusion, ControlNet, T2I Adapter, Low Rank Adaptation
Vietnamese Handwriting OCR
Sequence recognition using CRNN architecture.		 OCR CRNN, PyTorch
AI Chatbot Application
QA System aimed at document understanding.		 LLM LangChain, Gemini API
Horror Scene Classification
Video content analysis and classification.		 Video Deep Learning, CNN

Connect with me

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  1. Visible-Infrared_Person_Re-Identification_on_Weak_Hardware_using_Optimized-IDKL_Model Visible-Infrared_Person_Re-Identification_on_Weak_Hardware_using_Optimized-IDKL_Model Public

    Optimized IDKL Model for Visible-Infrared Person Re-Identification focusing on efficiency for resource-constrained hardware.

    Python 2

  2. Sketch-to-Face_Translation Sketch-to-Face_Translation Public

    This project implements a deep learning pipeline to generate realistic human faces from sketches. The core focus is on handling "imperfect" or "bad" sketches, simulating real-world user input.

    Jupyter Notebook 2

  3. Finetuning-LLM-Model-for-Intent-Classification-in-Banking Finetuning-LLM-Model-for-Intent-Classification-in-Banking Public

    Fine-tuning Large Language Models (LLMs) for precise customer intent classification in the Banking domain.

    Jupyter Notebook 2

  4. CRNN_Vietnamese-Handwriting-Sequence_OCR CRNN_Vietnamese-Handwriting-Sequence_OCR Public

    A PyTorch implementation of a CRNN model for Vietnamese Handwritten Text Recognition (HTR/OCR).

    Jupyter Notebook 2

  5. Horror_Scene_Classification_based_on_video Horror_Scene_Classification_based_on_video Public

    Video Content Analysis system for detecting and classifying horror scenes using Deep Learning.

    Python 4

  6. Chatbot_LLM_Application Chatbot_LLM_Application Public

    An AI Chatbot application capable of answering questions using Gemini API

    Python 2