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Curriculum Vitae of Nguyen Hong Phuc — BSc ECE student at VinUniversity.

Basics

Name Nguyen Hong Phuc
Label BSc ECE Student & AI / Wireless Sensing Researcher
Email 23phuc.nh@vinuni.edu.vn
Phone +84 326 060 805
Url https://phucngvinuni.github.io/
Summary Electrical and Computer Engineering student at VinUniversity specializing in wireless sensing, signal processing, and AI/ML for physical-world perception. Research at HKU AIoT Lab and ICCL Lab (VinUni & Trinity College Dublin). Recipient of a $3,500 Student Research Grant. Seeking fully funded Ph.D. positions for Fall 2027.

Work

  • 2026.07 - Present
    Research Intern
    HKU AIoT Lab, The University of Hong Kong
    Selected as 1 of 40 students for a fully funded summer research internship; supervised by Prof. Chenshu Wu on privacy-preserving fall detection using low-resolution thermal (62×80 IRA) sensing.
    • Re-architected the real-time inference pipeline for NVIDIA Jetson Orin, raising throughput from 6.7 to 20.8 FPS and cutting display latency from 3 s to under 0.3 s, via a CNN feature cache (−80% encode calls), window/stride tuning, and AMP FP16.
    • Built a 45-session, 91,800-frame thermal + RGB + depth dataset with a zero-manual-annotation labelling pipeline (YOLOv8n-Pose on RGB, projected into thermal space and thermally gated).
    • Benchmarked 6 detector versions at IoU@0.5, cutting false positives on empty frames from 40.7% to 1.5%; traced dominant error to preprocessing rather than model capacity (10× FPR reduction from one line).
  • 2025.05 - 2025.09
    Project Intern (Top 20 Finalist, IoT Challenge)
    FPT Software
    Top 20 Finalist at the IoT Challenge 2025.
    • Deployed quantized LLMs (LLaMA/Mistral with GGUF) on Raspberry Pi to build a conversational assistant.
    • Engineered a full-stack solution (Frontend/Backend) for real-time shopper tracking and route optimization via BLE localization.
  • 2024.09 - 2025.05
    Research Consultant
    WorldQuant
    Quantitative research consultant.
    • Developed predictive mathematical models (Alphas) to forecast financial instrument price movements.
    • Performed statistical analysis on historical data to optimize trading signals.
  • 2023.10 - Present
    Undergraduate Research Assistant
    Intelligence, Computing and Communication Lab (ICCL), VinUniversity & Trinity College Dublin
    Supervised by Assist. Prof. Nguyen Van Dinh.
    • Investigated Open RAN architecture, 5G networks, and Task-Oriented Semantic Communication under supervision of Prof. Nguyen Van Dinh.
    • Developed multi-modality AI models for smart aquaculture: computer vision for fish tracking, underwater size estimation, and image segmentation.
    • Explored Diffusion Models for enhanced data generation and signal processing.
    • Recipient of a $3,500 Student Research Grant to lead smart aquaculture research.

Education

  • 2023.10 - 2027.06
    Bachelor of Science
    VinUniversity
    Electrical and Computer Engineering
    • Signals and Systems
    • Wireless Communications
    • Machine Learning & Deep Learning
    • Embedded Systems
    • Computer Architecture
  • 2020.08 - 2023.05
    High School Diploma
    Bac Ninh High School for the Gifted
    Physics Major

Awards

  • 2025.04.01
    Best Poster Award
    Open Innovation Conference 2025, VinUniversity
    Awarded Best Poster Award for research presented at OIC 2025.
  • 2024.10.01
    Gold Medal
    WorldQuant Challenge
    Gold Medal for mathematical financial model development.
  • 2025.06.01
    Australia-Vietnam Strategic Technologies Scholarship
    Australia-Vietnam Strategic Partnership
    Merit-based scholarship for strategic technology research.
  • 2024.11.01
    Silver Medal
    The University Physics Competition 2024
    International university physics modeling competition.
  • 2025.05.01
    Finalist
    2025 Quantum Global Industry Challenge (Connected DMV)
    Global challenge on quantum computing applications.
  • 2025.08.01
    Finalist
    IoT Challenge 2025 (FPT Software)
    Top 20 Finalist for WinCart AI-powered smart shopping assistant.
  • 2026.03.01
    Student Research Grant ($3,500)
    VinUniversity
    Grant lead to develop multi-sensory smart aquaculture IoT systems.

Certificates

Wireless Communications
Yonsei University / Coursera 2024-01-01
Neural Networks and Deep Learning
DeepLearning.AI / Coursera 2024-01-01
Digital Signal Processing
EPFL / Coursera 2024-01-01

Publications

Skills

Programming Languages
Python
C/C++
Verilog
MATLAB
LaTeX
Frameworks & AI
PyTorch
TensorFlow
Scikit-learn
OpenCV
PennyLane
Qiskit
Tools & Hardware
Docker
Git
Vivado
Altium
PSpice
Arduino
Raspberry Pi
Linux
Teensy 4.1

Languages

Vietnamese
Native speaker
English
Professional working proficiency (academic & technical)