CV

Education, research experience, publications, awards, and selected projects.

Contact Information

Name Pham Dinh Hieu
Professional Title Undergraduate AI Researcher
Email 24hieu.pd@vinuni.edu.vn

Professional Summary

Data Science undergraduate at VinUniversity pursuing research in AI for robotics, with a focus on learning-based systems and real-world deployment. Experienced in machine learning, reinforcement learning, and multimodal modeling, with hands-on work in vision–language–action systems, agentic AI, and control applications.

Experience

  • 2026 - Present

    Research Intern
    Knovel Engineering
    • Developed datasets and experiments for medical audio intent detection using large language models.
    • Investigated multimodal and vision–language–action modeling in medical and surgical contexts.
    • Applied medical image segmentation methods, including MedSAM2, to curate datasets for vision–language–action planning.
  • 2025 - Present

    Undergraduate Research Assistant
    VinUniversity
    • Research agentic medical meal recommendation under clinical and nutritional constraints.
    • Designed a LangGraph agent pipeline for structured reasoning and decision-making.
    • Developed rule-based evaluation frameworks grounded in healthcare and medical-nutrition knowledge.
  • 2025 - 2026

    Undergraduate Research Assistant
    V-IndoorCare, Center of Environmental Intelligence
    • Reviewed reinforcement-learning and physics-informed reinforcement-learning methods.
    • Evaluated reinforcement-learning algorithms for HVAC control, focusing on stability, control performance, and energy efficiency.
  • 2025 - 2025

    Research Assistant
    NLP @ VinUniversity
    • Worked on summarization, automatic essay scoring, and text classification.
    • Built datasets through large-scale crawling, preprocessing, and analysis.
    • Used few-shot prompting, supervised fine-tuning, and parameter-efficient tuning with LoRA.
    • Evaluated model accuracy, factuality, and robustness.

Education

  • 2024 - Present

    B.Sc. in Data Science
    VinUniversity
    • Co-President of VinTelligence, the VinUniversity AI and Data Science Club.
    • Dean’s List Award for Academic Year 2024–2025.

Publications

Awards

  • 2025
    Consolation Prize, Regional Round of the AI Olympiad for Undergraduate Students
    Vietnam Association for Information Processing

    Built video motion recognition and NLP word-translation systems under a six-hour constraint, achieving a top-two national performance in the Word Translation task.

  • 2025
    Top 10, DataFlow Competition
    Hanoi University of Science

    Built SARIMA, LSTM, Transformer, and Prophet forecasting models for two-year business-performance prediction.

  • 2024
    Silver Medal, Vietnam National Round of the International Olympiad in Artificial Intelligence
    International Olympiad in Artificial Intelligence

    Worked on pill-image classification, PM2.5 forecasting, and biomedical text summarization.