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
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