About Me
I am a third-year student of the APCS (Advanced Program In Computer Science) at University of Science, Vietnam National University Ho Chi Minh City. I am currently an Undergraduate Researcher under the direct supervision of Dr. Trung-Nghia Le. My experience spans both research and practical projects in Vision-Language Model, Agentic AI and Generative AI.
My research focuses on VLMs in cross-modal retrieval and controllable image generation.
Feel free to reach out via email or LinkedIn if you’d like to connect!
Experience
1 role R
Ho Chi Minh University of Science · VNUHCM
Undergraduate Research Assistant
Research in Vision-Language Models (VLMs), cross-modal retrieval, and Generative AI under PhD supervision. Co-authored a first-author paper accepted at ACM ICMR 2026 (Amsterdam) — B-Rank / Top-tier venue. Executed full research pipeline: dataset curation, model fine-tuning, benchmark design, and manuscript review.
VLMs Cross-Modal Retrieval Generative AI PyTorch HuggingFace
Oct 2025 – present
Active
ACM ICMR 2026 · B-Rank
2026
Sketch–Text Cross-Modal Vietnamese Fashion Composed Retrieval Benchmark
Cross-modal Retrieval · First Author
VietFashion: Benchmarking Sketch–Text Composed Image Retrieval for Cultural Outfits
A novel benchmark for composed image retrieval using culturally specific Vietnamese fashion datasets combining sketch and text modalities.
SoICT 2025 · Scopus
2025
Multi-Modal LLM Fashion Retrieval Two-Stage Fine-Tuning Image–Text
Fashion Image Retrieval
Exploring Multi-Modal Large Language Models and Two-Stage Fine-Tuning for Fashion Image Retrieval
Investigates multi-modal large language models with a two-stage fine-tuning paradigm for robust fashion retrieval.
Active Multi-Agent
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LangGraph · MCP · A2A · Multi-Agent
InsightForge — Agentic Content Creator Active
Multi-agent system using Stateful LangGraph and MCP to automate trend discovery, script generation, and cross-platform publishing — reducing creator workflow time by 40%. GDGoC Hackathon 2026 Finalist (Top 2 / 300).
LangGraph MCP A2A Python
View Completed RAG
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RAG · Milvus · LLM · vLLM · LoRA
RAGNews — Agentic News Platform Completed
Agentic RAG pipeline with two-stage retrieval (Milvus + BGE-Reranker). Fine-tuned Qwen2.5-1.5B via LoRA/Unsloth for domain summarization. Served with vLLM for high-throughput inference.
FastAPI Milvus LoRA vLLM
View Finalist — Top 2 / 300 · GDGoC Hackathon Vietnam 2026
Top 2 / 300
Finalist — Top 24 / 200 · Techcombank HackCX-Together 2025
Top 24 / 200