Nguyễn Đức Dũng

AI Engineer · AI Researcher ·Entrepreneurer

I am an undergraduate student in Data Science and Artificial Intelligence at HUST. I work at the intersection of AI research, product innovation, and entrepreneurship—conducting research in Information Retrieval and Multimodal AI while building solutions such as ParkWave. I believe impact comes from creating the right solution for the right problem, and delivering it to the people who need it most.

About

About

I am an undergraduate student majoring in Data Science and Artificial Intelligence at the School of Information and Communication Technology (SoICT), Hanoi University of Science and Technology (HUST). My vision is to bridge AI research and product thinking, transforming cutting-edge innovations into practical solutions that create meaningful value for people and businesses. Guided by this mission, I conduct research in Information Retrieval and Multimodal AI under the supervision of Associate Professor Le Thanh Huong while building technology products such as ParkWave, a smart parking ecosystem.

Beyond research, I actively engage in product development, pitching, and innovation activities, driven by the belief that impactful technology emerges when scientific rigor meets entrepreneurial execution. One of my core principles is that success comes not from building more technology, but from building the right solution for the right problem and delivering it to the people who truly need it. I believe that making the right choices consistently is more powerful than simply working harder.

My long-term aspiration is to grow into an AI Engineer, AI Researcher, Product Owner, and Entrepreneur who bridges the gap between the laboratory and the marketplace, transforming scientific breakthroughs into products that create lasting impact for society.

Education

Education

  1. Hanoi University of Science and Technology

    Bachelor of Science in Data Science & Artificial Intelligence

    Sep 2024 – Now

    GPA 3.79 / 4.0 Outstanding Academic Honors
  2. Bien Hoa Gifted High School

    Mathematics Major

    Aug 2021 – May 2024

    GPA: 9.4 / 10.0 Math GPA: 10.0 / 10.0 — Ranked 1st Fourth Prize — National Math Olympiad 2024 First Prize — Provincial Math Olympiad (2021, 2023)

Experience

Experience

  1. Research Assistant

    BKAI, NLP Lab, SoICT – HUST

    May 2025 – Present

    • Supervised by Assoc. Prof. Le Thanh Huong
    • Researching multimodal, multi-vector representation and information retrieval
  2. AI Engineer Intern

    CMC Consulting

    Jun 2025 – Sep 2025

    • Built SkillStructs, an enterprise workforce intelligence platform generating 3,500+ skill nodes from HR data
    • Designed an enterprise RAG system indexing 20,000+ internal documents
    • Shipped HR AI features for recruitment and workforce-planning workflows
  3. AI Engineer Intern

    AI In Action – Vingroup

    Jul 2026 – Now

    • Selected for AI In Action Program 2026 among 2,000+ candidates

Projects

Projects

Founder & CEO

ParkWave

AI Smart Parking Platform

Startup

AI-powered parking ecosystem for real-time occupancy, license plate recognition, AI chatbot, and automated check-in/check-out.

Problem

Urban parking suffers from inefficient space utilization, manual operations, and poor visibility — causing congestion and long search times.

Solution

  • Real-time parking occupancy monitoring
  • Automatic license plate recognition
  • AI-powered parking assistant
  • Peer-to-peer parking marketplace
  • Centralized multi-site management

Impact

  • 12,000+ registered users
  • 10 beta parking owners
  • 400,000+ social media engagements

CMC Consulting

SkillStructs

Enterprise Workforce Intelligence

AI platform that automatically extracts, organizes, and manages workforce skills from resumes and HR data.

Problem

Large organizations struggle to maintain an accurate view of employee capabilities across fragmented data sources.

Solution

  • Hierarchical skill taxonomy generation
  • Automatic CV skill extraction
  • Skill gap identification
  • Personalized learning recommendations

Impact

  • Internal pilot testing within CMC Consulting's HR system

CMC Consulting

ERGID

AI Tender & Project Intelligence

AI-powered system for project bidding, contract analysis, and risk management.

Problem

Teams spend significant time reviewing historical projects and preparing bidding documents manually.

Solution

  • Semantic search across historical projects
  • Contract obligation analysis
  • Project risk detection
  • Automated bidding document generation

Data Explorer Competition

FinnyMate

AI Financial Research Agent

Top 2

Agentic financial research assistant that retrieves market signals and generates investor-ready insights via RAG.

Problem

Investment teams spend hours manually gathering news and synthesizing research.

Solution

  • Multi-source financial news retrieval
  • Stock price forecasting
  • Evidence-grounded insight generation
  • Agentic multi-step research orchestration

Impact

  • Top 2, Data Explorer Competition
  • Evaluated on real case studies from FPT and CMC
  • Reduced manual research time

Publications

Publications

SOICT 2025

ViLexCPO

A Multi-Task & Preference-Aligned Framework for Legal QA

+20% Citation Accuracy Preference Alignment Multi-task Learning Vietnamese Legal QA

Awards

Awards & Achievements

Recognitions across AI, Data Science, Innovation, Entrepreneurship, and Startup Competitions.

TOP 1

Hackathon

HIECKathon Winner

TOP 2

Competition

Data Explorer 2025

TOP 2

Competition

Data Science Talent Comp. 2025

TOP 2

Innovation

Young Innovators 2025

TOP 3

Hackathon

LLM Bootcamp 2025

TOP 5

Hackathon

Web3 Ideathon HackFest

TOP 10

Startup

SV Startup FTU

TOP 16

Innovation

AIVIET Innovation Award

Certificates

Certificates

IELTS 7.0

IDP Education

Overall Band Score 7.0 — Proficient English language skills for academic and professional contexts.

Google Project Management

Google: Coursera

Professional Certificate covering agile methodologies, risk management, and project lifecycle execution.