Hi there, I'm Nguyen Minh Quang 👋

🚀 AI Engineer | NLP & LLM Enthusiast

I’m passionate about building impactful AI solutions, specializing in Natural Language Processing (NLP) and Large Language Models (LLMs). My work focuses on fine-tuning advanced models and applying AI to solve practical challenges.

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🛠 Projects

🔍 Smart Contract Vulnerability Detection

• Analyzed function call graphs with Graph Neural Networks (GNNs) and fine-tuned CodeBERT to detect vulnerabilities.
• Result: Achieved F1 scores of 95-98%.

🔒 Malware Detection in Android Apps

• Used GNNs and Word2Vec to identify malware patterns in function call graphs.
• Result: Achieved a 98.8% F1-score.

☕ Coffee Shop Review Crawler and Summarizer

• Automated the process of crawling coffee shop information and summarizing customer reviews for actionable business insights or personal use.

🤖 Customer Service Chatbot

• Fine-tuned LLaMA 3 8B to answer queries and recommend products for a clothing store chain.

🔍 Semantic Clustering for Competitor Analysis

• Clustered product titles with SentenceBERT and DBSCAN to uncover competitor strategies.

💻 LLM Pipeline for Slide Generation

• Developed a pipeline for automating HTML slide generation using fine-tuned LLaMA and Mistral models.

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📫 Contact Me

• 📧 Email: nguyenquang71103@gmail.com
• 🌐 GitHub: QuangNguyen2910

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⚡ Note: Some projects might not appear in my repo because they are set as private or under development to be a complete product. Feel free to reach out if you’d like to discuss them in more detail.