AI engineer, Computer Vision, Machine learning

DO VAN DUNG

Thach Ban, Long Bien District, Hanoi, Vietnam

096******* ***********@*****.***

Language Program Python, C/C++

AI Framework Pytorch, Keras, OpenCv, Numpy, Pandas Computer Vision Image processing, Deep learning, Machine learning Other techniques Git, Docker, Linux, bash scripts, etc. Passion for mathematics

TOEIC IIG - 670 2018

TensorFlow Developer Certificate(google) Aug 2020

Introduction to Machine Learning in Production(Coursera) Jun 2021 DeepLearning.AI TensorFlow Developer Aug 2020

Data Platform Department, VinFast Sep 2021 - Present

Medical Image Processing Department, VinBigdata Sep 2020 - Sep 2021

ThinhTienTech Feb 2020 - Aug 2020

Medical Images Processing Department, VinBigdata Feb - Sep 2020 OBJECTIVE

Work for an organization which provides me the opportunity to improve my skills and knowledge to growalong with the organization objective.

SKILLS

CERTIFICATES

WORK EXPERIENCE

AI Engineer, Data Engineer:

- Project: Face and license plate blurring for GDPR compliant

+ Building models for face and license plate detection from Europe/US vehicle data, using yolov5

+ Model compression and optimization, and conversion to TensorRT

- Project: Traffic light detection

+ Building models for traffic light detection from CARLA Leaderboard dataset, using yoloR

- Project: Routix - Data management for ADAS testing

+ Message extraction from the CAN signals to build tag queries, by requirements from QC team

- Skills gained: Git, Linux, Docker, Airflow, Scrum, teamwork AI Research Engineer

- Project: Classification of Body Parts from DICOM X-ray Scans

+ Building a framework for automatic classification of body parts, using CNN architectures

+ Publishing paper to ICCV conference.

+ Product:

- Skills gained: R&D, machine learning, deep learning, PyTorch. AI and Computer Vision Intern

- Project: eKYC

+ Building a system for face matching, using Facenet.

+ Researching papers and implementing models for face verification

- Skills gained: R&D, presentation, deep learning, and know how to combinemultiple models to increase system's efficiency

RESEARCH EXPERIENCE

https://vindr.ai/datasets/bodypartxr

Fruit-CoV Team Dec 2021 - Feb 2022

Dang Thai Mai – High School 2013 - 2016

Hanoi University of Industry 2016 - 2020

Hanoi university of science and technology 2022 - present

VinBigData Sep 2020 - Apri 2021

AI Research

- Publication: Hieu H. Pham1, Dung V. Do, Ha Q. Nguyen "DICOM Imaging Router: An Open Deep Learning Framework for Classificationof Body Parts from DICOM X-ray Scans" ICCV international conference on computer vision (ICCV), 2021

AI Research

- Publication: Long H. Nguyen, Nhat Truong Pham, Van Huong Do, Liu Tai Nguyen, Thanh Tin Nguyen, Van Dung Do, Hai Nguyen, Ngoc Duy Nguyen "Fruit-CoV: An Efficient Vision-based Framework for Speedy Detection and Diagnosis of SARS-CoV-2 Infections Through Recorded Cough Sounds" EDUCATION & ACHIEVEMENTS

- Third Prize in Mathematics Olympiad, Thanh Hoa province Bachelor of Information Technology, majored in Software Engineering Master data science

Full scholarship in AI course

- Granted to only 60 out of 832 applicants

- Linear algebra, probability statistics, machine learning, deep learning, computer vision, natural language processing

- Achievement: https://institute.vinbigdata.org/events/hai-cong-bo-quoc-te-khang-dinh-buoc-truong-thanh-cua- hoc-vien-chuong-trinh-dao-tao-ky-su-ai-vingroup/

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