CV

General Information

Full Name Le Duc Anh Tuan
Languages English, Vietnamese

Education

  • Oct. 2020 - Sep. 2024
    BSc. in Data Science and Artificial Intelligence
    Hanoi University of Science and Technology, Hanoi, Vietnam

Experience

  • Nov. 2024 - Present
    LLM Researcher
    Homebrew Research, Singapore, Singapore
  • Apr. 2024 - Nov. 2024
    Digital Talent
    Viettel Group, Hanoi, Vietnam
    • Developed a real-time, end-to-end "zero-touch" universal AI assistant with a multi-agent system, multimodal capabilities, intent understanding, and personalized responses, creating Vietnam's first multimodal Conversational Recommendation System, and ranked 1st in the DSAI track of Viettel Digital Talent 2024
  • Sep. 2022 - Aug. 2024
    Organizer
    Google Developer Groups, Hanoi, Vietnam
    • Planned and created project blueprints, delegated tasks to individuals, connected teams, and provided future operational guidance, certified by Google's Global Headquarters
  • Sep. 2023 - Dec. 2023
    Applied Scientist
    VinBrain (NVIDIA), Hanoi, Vietnam
    • Developed MedNeXt for rectal cancer diagnosis and treatment support
  • Jan. 2022 - Sep. 2023
    Research Assistant
    Data Science Laboratory, HUST, Vietnam
    • Researched class-specific prompt rehearsal-free in continual object detection
  • Mar. 2023 - Aug. 2023
    Computer Vision Researcher
    Viettel High Tech, Hanoi, Vietnam
    • Researched INRs for videos, resolved temporal information problem in previous NeRV-based methods, achieved SOTA results for video reconstruction and compression tasks
  • Sep. 2022 - Sep. 2023
    Head of Event & PR Team
    Google Developer Students Club, HUST, Vietnam
  • Aug. 2022 - Jan. 2023
    Machine Learning Researcher
    LEAN Platform, Southeast Asia
    • Developed real-time Conv3D model for concentration recognition in online self-learning platform with 10000 users

Projects

  • 2024
    Bong
    • Developed a real-time VLM web application showcased at Google I/O Extended Hanoi 2024, featuring speech-to-speech, multimodal integration for Vietnamese, and RAG for live updates
  • 2023
    Google I/O Extended Hanoi Website
    • Designed front-end client and admin websites, deployed hosting, and tracked event emails
  • 2022
    Detect Cheating in Examination
    • Researched and deployed real-time cheating detection solution using Pose3D and VideoMAE for 100-person exam rooms; featured on VTV24, DanTri, HUST, etc

Skills

  • Research Topics: Multimodal LLMs, Multi-agent System
  • Programming Language: Python, SQL, Java, C++, CUDA, TypeScripts, Javascripts, Triton
  • Framework: PyTorch, TensorFlow, Hugging Face, ONXX
  • MLOps: GitHub, WandB, Docker, Kubernetes, MLflow, Airflow, Langchain, LangGraph, Weaviate, FastAPI

Volunteering

  • Google Developer Group Hanoi: Speaker presents "Detecting Cheating in Examinations" at DevFest 2022
  • SheCodes Vietnam: AI Mentor of SheCodes Hackathon Hanoi 2023
  • Nestle: Ambassador of MT SparkTheNext Leaders Program 2023, 2024
  • AIESEC: Representative of Mini Leadership Conference 2022
  • VinAI Research: Technical Collaborator at AI Day 2022