Email: [email protected]

LinkedIn: https://www.linkedin.com/in/hieunguyen1053

Huggingface: https://huggingface.co/hieunguyen1053

I’m an AI Engineer with 2 years of experience in Natural Language Processing. With my knowledge of NLP, I enjoy applying AI to life and creating the best experience for users. I also spend time reading Science papers, learning new technologies and best practices to become a better engineer.

Programming Languages: Python, Java, C++

Frameworks/Libraries:

• Pytorch, Tensorflow
• Transformers, Optimum
• Onnxruntime, TensorRT

Fields of research:

• Machine Learning
• Natural Language Processing
• Computer Vision

Project: Ademax OCR (5 members, 1 front-end, 3 back-end, 1 ML)

LINK DEMO

VIDEO DEMO

• Description: A service used by a company to encode scanned documents into structured text documents, supporting metadata extraction.
• Technologies:
  • Front-end: VueJS
  • Back-end: Django, Redis, PostgresSQL, ElasticSearch
  • Machine learning: Pytorch, Transformers, Accelerate, Optimum
• Responsibilities
  • Generate training data, train models running on multiple GPUs (4 x Nvidia V100), evaluate and compare with previous models.
  • Model optimization, model quantization, so that the model runs on CPU or GPU faster.
  • Write API to execute multiple tasks concurrently, and handle queues to avoid overloading.

Project: Ademax Spelling (5 members, 1 front-end, 3 back-end, 1 ML)

VIDEO DEMO

• Description: Service used to check the spelling of Vietnamese text. This service is also integrated into the Office Word Add-in, serving a wide range of customers such as businesses, students, and ordinary users.
• Technologies:
  • Front-end: VueJS, AngularJS
  • Back-end: Django, Redis, PostgresSQL, ElasticSearch
  • Machine learning: Pytorch, Transformers, Accelerate, Optimum
• Responsibilities
  • Generate training data, train models running on multiple GPUs (8 x Nvidia A100), evaluate and compare with previous models.
  • Model optimization, model quantization, so that the model runs on CPU or GPU faster.
  • Write API to spell check Vietnamese text, classify many typos and suggest corrections. Supports executing multiple concurrent tasks and processing queues to avoid overloading.

• Studying Computer Science
• GPA: 8.2
• Member of the ICON Acedemic Club (@iconclub)