π AI Engineer | NLP & LLM Enthusiast
Iβm 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.
- Analyzed function call graphs with Graph Neural Networks (GNNs) and fine-tuned CodeBERT to detect vulnerabilities.
- Result: Achieved F1 scores of 95-98%.
- Used GNNs and Word2Vec to identify malware patterns in function call graphs.
- Result: Achieved a 98.8% F1-score.
- Automated the process of crawling coffee shop information and summarizing customer reviews for actionable business insights or personal use.
- Fine-tuned LLaMA 3 8B to answer queries and recommend products for a clothing store chain.
- Clustered product titles with SentenceBERT and DBSCAN to uncover competitor strategies.
- Developed a pipeline for automating HTML slide generation using fine-tuned LLaMA and Mistral models.
π« Contact Me
- π§ Email: nguyenquang71103@gmail.com
- π GitHub: QuangNguyen2910
β‘ 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 youβd like to discuss them in more detail.