CV

AI Engineer / Research-Oriented CS Student

Junior (3rd Year) Computer Science student focused on AI systems, agentic workflows, RAG pipelines, and Generative AI. Passionate about building production-ready intelligent systems and conducting applied AI research.

πŸŽ“ Education
B.S. in Computer Science (APCS)
2023 – 2027 (Expected)
Ho Chi Minh University of Science, VNUHCM
  • GPA: 3.83 / 4.0
  • Relevant Coursework: Natural Language Processing, Information Retrieval, Artificial Intelligence, Software Engineering
πŸ’Ό Experience
Undergraduate Research Assistant
Oct 2025 – Present
Ho Chi Minh University of Science, VNUHCM
  • Research in Vision-Language Models (VLMs), cross-modal retrieval, and Generative AI under PhD supervision.
  • Co-authored first-author paper accepted at ACM ICMR 2026 (Amsterdam).
  • Executed the full research pipeline including dataset curation, model fine-tuning, benchmark design, and manuscript review.
πŸš€ Projects
INSIGHTFORGE β€” Agentic Assistant for Content Creators
Mar 2026 – Present
  • Designed a multi-agent system using Stateful LangGraph and MCP servers to automate trend discovery, script generation, and cross-platform publishing.
  • Reduced creator workflow time by 40%.
  • Standardized inter-agent communication using A2A Protocol for seamless state and data exchange.
  • Integrated Gemini, GPT-4o, and Claude with structured output validation for type-safe downstream workflows.
RAGNEWS β€” Agentic LLM-Powered News Platform
Jan 2026 – Mar 2026
  • Built an asynchronous agentic RAG pipeline using FastAPI and LangChain with autonomous routing tools.
  • Implemented a two-stage retrieval architecture using Milvus and BGE-Reranker for lower latency retrieval.
  • Fine-tuned Qwen2.5-1.5B via LoRA and Unsloth for domain-specific summarization tasks.
  • Reduced training memory footprint by 60%.
  • Deployed inference using vLLM with PostgreSQL persistence and a Streamlit interface for interactive sessions.
πŸ† Achievements
  • Finalist β€” Top 2/300 GDGoC Hackathon Vietnam 2026 (AI Content Architecture), Hanoi
  • Finalist β€” Top 24/200 Techcombank HackCX-Together 2025 (AI Banking Assistant), Hanoi
πŸ›  Skills
πŸ’»
Languages
Python C++ JavaScript
🧠
Deep Learning
PyTorch Transformers LoRA / PEFT Unsloth vLLM Scikit-Learn
πŸ€–
Agentic Systems
LangChain LangGraph MCP A2A Protocol
βš™οΈ
Backend & DB
FastAPI PostgreSQL Docker Milvus Qdrant FAISS
🎨
Frontend
ReactJS NextJS Streamlit
🌟
Others
IELTS 7.5 Teamwork Presentation