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:octocat: Biography

I am an AI Engineer in machine learning, focusing on computer vision, the intersection of computer vision and natural language processing algorithms, and their real-world applications.

  • Object Detection/Segmentation/Pose Estimation
  • Optical Character Recognition (OCR)
  • Document Intelligence

I have a background in mathematics and informatics, having graduated from Ha Noi University of Science and Technology (HUST). Since then, I have been deeply engaged in artificial intelligence, constantly expanding my knowledge through work experience.

My professional experience began at VNPT-AI, where I developed computer vision-based algorithm optimization for VNPT Smart Vision, such as warning detection, and action object identification. After that, I worked on Document Intelligence problems at Eastgate-SoftWare.

tuongtran's Projects

bert.pytorch icon bert.pytorch

An re-implementation of BERT and applications using Pytorch framework

db-text-detection icon db-text-detection

A re-implementation of Differentiable Binarization algorithm in Text detection using Pytorch framework

detr icon detr

A re-implementation of DETR algorithm using Pytorch

gliner icon gliner

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)

ssd icon ssd

A re-implementation of SSD Algorithm using Pytorch + Pytorch Lightning framework

transformers icon transformers

Re-implementation of Transformer architecture using Pytorch framework

vietkie icon vietkie

Key Information Extraction for Vietnamese Language

yolov1 icon yolov1

An YOLOv1 re-implementation using PyTorch framework

yolov3 icon yolov3

A re-implementation of YOLOv3 algorithm using Pytorch framework

yolov9 icon yolov9

A re-implementation of YOLOv9 algorithm using PyTorch

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