Final year Robotics and Artificial Intelligence student, future Robotics and AI Engineer, with a strong academic background and hands-on experience. My ambition is to develop innovative solutions that address real-world challenges.
Gitlab: https://gitlab.com/NgToanRob/yandex-robotics-final-solution
Descriptions: Developed and deployed a ROS-based project on real hardware for the final stage of the Yandex Robotics Olympiad.
Tech stack: ROS, Python, C++
Github: https://github.com/NgToanRob/T5-MachineTranslation-ViEn/
Huggingface: https://huggingface.co/ngtoanrob/vien-translation
Descriptions: Build a pipeline to fine tune T5 model base on EnViT5 Translation model of VietAI
Tech stack: Huggingface
Github: https://github.com/NgToanRob/ViVit-a-Pytorch-implementation
Descriptions:Using ViViT model to solve challenge liveness detection in Zalo AI contest in 2022.
Tasks in the team: Research the theory of ViViT architecture, model optimization methods such as Stochastic depth, Random augment, Label smoothing
Tech stack: Pytorch
Github: https://github.com/NgToanRob/Yolov1-pytorch-implement
Descriptions: Implement YOLO model from scratch using Pytorch
Tech stack: Pytorch
Github: https://github.com/NgToanRob/Django-AppServer
Descriptions: Write some APIs to manage data from drone with restfull api on Django framework. Using PostgreSQL to make database and caching data on redis. Deploy to a Linux server using nginx. Use docker compose to compact the process.
Tech stack: Django, PostgreSQL, Redis, Docker, Docker compose
Relevant courses: C and, Java Programming, Controlling theory, Statistics, Machine learning, Algorithms and data structures
Achievement Top 4 GPA of mechanical engineering faculty, Full Scholarship of university and Scholaship of Pacific Links Foundation (USA)
Relevant courses: In-depth study of Physics and Mathematics
Achievement: Third prize in the competition: Vietnam National Excellent Student in Physics