I specialize in architecting scalable Machine Learning pipelines and orchestrating multi-agent systems. My current focus is bridging the gap between rigorous academic research (Knowledge Representation & NLP) and production-ready Agentic AI. Currently, I'm deeply invested in enhancing LLM reasoning capabilities for complex structured data tasks.
- 🎓 Pursuing a Master of Science in Data Science at
University of Science (HCMUS). - 🧠 Developing AgentSQL: A multi-agent framework for robust Text-to-SQL generation and autonomous schema exploration.
- 📊 Building DataAnalysis Agents that leverage complex workflows for automated insights and visualization.
- 🧪 Researching GMM-based imputation techniques for handling missing data in high-dimensional datasets.
- ⚙️ Optimizing MLOps with MLflow, Ray, and Amazon S3 for distributed training and experiment tracking.
- ⚽ Beyond the screen: A huge fan of FC Barcelona, Lionel Messi, and unwinding with Vietnamese Rap & V-Pop.
Languages & Frameworks
Data Science & Machine Learning
Agentic AI & Orchestration
Databases & Data Engineering
MLOps & Workflow
