CV

General Information

Full Name Le Duc Anh Tuan
Languages English, Vietnamese

Education

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

Experience

  • Apr. 2024 - Present
    Digital Talent
    Viettel Group, Hanoi, Vietnam
    • Top 0.01% of outstanding candidates participating in talent development program specializing in Big Data, CV, and LLMs for application to database of nearly 80 million customers
  • Sep. 2022 - Present
    Organizer
    Google Developer Groups, Hanoi, Vietnam
    • Planned and created project blueprints, delegated tasks to individuals, connected teams, and provided future operational guidance.
  • Jan. 2021 - Present
    Founder
    Humans of HUST, Vietnam
  • Sep. 2023 - Dec. 2023
    Applied Scientist
    VinBrain, 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
  • Jun. 2022 - Mar. 2023
    Computer Vision Engineer
    IWannaTech, Hanoi, Vietnam
    • Deployed real-time facial recognition for attendance tracking using YOLOv5 Tiny and FaceNet architectures in a 1000-employee company.
    • Researched and deployed edge SOD for recognizing Korean and English fonts on name cards, leveraging U2Net and DIS architectures.
    • Implemented gesture recognition model for anime dance modeling using VideoPose3D.
  • 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

  • 2023
    Google I/O 2023 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,...

Skills

  • Research Topics: Video Compression, Stable Diffusion, Continual Object Detection
  • Programming Language: Python, SQL, Java, C++, CUDA, Triton
  • Framework: PyTorch, TensorFlow, Hugging Face, ONXX, FastAPI, Flutter
  • MLOps: GitHub, WandB, Docker, Kubernetes, MLflow, Airflow, Databricks

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