Chien Nguyen

chienducnguyen.github.io

chiennguyen0356@gmail.com

chienducnguyen

chiennguyen0356

(+84) 969-760-955

Strengths

Machine Learning , Deep Learning (Computer Vision, NLP, LLMs, VLMs), MLOps, Deployment & Monitoring

Skills

Programing Language: Python

Frameworks/Library: PyTorch/Tensorflow, OpenCV, Transformers, Flask/FastAPI, Triton, Tensorboard, ClearML, ...

Tools & Platforms: Docker, Ubuntu, Git, REST APIs

Language: English

Education

Hanoi University of Science and Technology

B.Eng, Applied Mathematics and Informatics, Talented Program

GPA: 3.01/4.00

2015 - 2020

Work

Part-time Research / Freelance

  • Focused on improving object detection accuracy across domain-shifted medical images (colonoscopy images)
  • Applied techniques such as style transfer, image enhancement to improve robustness of object detecion.
  • Focused on improving interpretability and trust in AI-assisted medical diagnosis.
  • Fine-tuned a Visual Language Model to generate explanations for detection results in medical images.

2024 - Present

Military Commercial Joint Stock Bank

www.mbbank.com.vn

AI Engineer

  • Designed and deployed an AI agent system to automate lending processes.
  • Built and maintained an AI module that automatically classifies transactions, helping users manage and visualize their spending patterns.
  • Developed an OCR-based pipeline to extract key information from receipts, improving customer service speed and accuracy.

May 2024 - Present

DTH SOFTWARE JOINT STOCK COMPANY

AI Engineer

  • Built an OCR and LLM-based document digitization platform for administrative paperwork.
  • Integrated foundation models (LLMs) for structured data extraction and document understanding.

Aug 2023 - Apr 2024

GIAO HANG TIET KIEM JSC

giaohangtietkiem.vn

Computer Vision Research Engineer

  • Built an eKYC system using OCR and face Re-Identification (ReID) to extract ID data and match faces.
  • Developed package recognition systems (OCR + object detection) for logistics optimization..
  • Deployed deep learning models on edge and mobile devices for real-time inference.
  • Monitored AI services, including performance logging and model lifecycle management..

Jul 2022 - Jul 2023

AIMENEXT JSC

www.aimenext.com

AI Engineer

  • Developed robust OCR systems for diverse document types (IDs, license plates, invoices).
  • Enhance the preprocessing system, focusing on rectifying document images for improved OCR accuracy.
  • Researched and implemented Semantic Segmentation and Object Detection models for medical imaging.
  • Created annotation tooling to accelerate data labeling workflows for Object Detection datasets.
  • Research and build solutions for speaker diarization, speaker identification problem for meeting note application.

Aug 2019 - Jul 2022

Skymap Global Vietnam

skymapglobal.vn

Machine Learning Engineer Intern

  • Develop machine learning model for segment road region from satellite images.
  • Worked on preprocessing large geospatial datasets for training computer vision models.

Jul 2017 - Jul 2018