Nguyen Van Toan

Address: Ho Chi Minh City, VietNam Phone: +84-888-***-***

Email: adwbo8@r.postjobfree.com Github: https://github.com/Phao1610 ABOUT ME

Computer Scientist with experience in project design and team coordination while working in a school laboratory. With a personal background in Computer Vision and Natural Language Processing. I am looking forward to contributing to a highly active and professional environment. EDUCATION

UNIVERSITY OF INFORMATION TECHNOLOGY – VNU HCMC Aug 2020 – Present Major: Computer Science

GPA: 8.49/10

WORK EXPERIENCE

UIT, VNU HCMC Dec 2020 – Present

Research Assistant

Main responsibilities:

- Participate in student-level scientific research.

- Analysis and visualize data.

- Survey and Present methods related to the project. STECH VN Jan 2023 – Mar 2023

Data Scientist Intern (NLP)

Main responsibilities:

- Analysis and visualize data.

- Survey and Present methods related to the project.

- Sentiment Analysis

SKILLS

Programming Languages Python, C/C++, R

Frameworks/ Platforms/

Packages

Pytorch, Tensorflow, OpenCV, Docker,

Numpy/Pandas/Matplotlib

Databases Management MS SQL Server, MySQL

System version control Git/Github/Gitlab

Orther Linux, Data Structures and Algorithms, Latex. Soft Skill Teamwork, Public Speaking, Time Management, Leadership Languages Vietnamese, English

PROJECT

Train Yolov7 using Oxford Pets Dataset

(2022)

Description Train Yolov7 using Oxford Pets Dataset Team size 1

My position Data Scientist & ML Engineer

My responsibilities

- Crawling data from Google Images to augment datasets

- Pre-processing and Post-processing data

- Review code

- Optimize code

- Bug Fixing

Technologies used Python, Docker, Git, Pytorch Framework Demo of cat and dog face recognition with App Streamlit

(2022)

Description Demo of cat and dog face recognition with App Streamlit Team size 1

My position Data Scientist, ML Engineer

My responsibilities - Processing data.

- Training and improve model.

- Optimize code.

- Writing Dockerfile and building Docker Image

Technologies used Python, Docker, Git, Pytorch Framework Seam Carving

(2021 – 2022)

Description

Seam Carving is a new way to crop images without losing important content in the image.

Team size 3

My position Data Scientist, ML Engineer

My responsibilities

- Augment data, Processing data.

- Training and improving the model.

- Optimize code.

Technologies used Python, Docker, Git, Pytorch Framework PUBLICATIONS

Kiệt, H. V. T., Toàn, N. V., Thuận, N. T., Nguyên, V. D., & Khang, N. T. T. M. (2022). Thực nghiệm đánh giá YOLOX cho bài toán phát hiện đối tượng tài liệu. Tạp chí Khoa học Trường Đại học Cần Thơ, 58(3), 52-60. https://doi.org/10.22144/ctu.jvn.2022.087 COUSERA

Problem Solving Using Computational Thinking

What is Data Science?

Using Python to Access Web Data

Tools for Data Science

Python Project for Data Science

Foundations: Data, Data, Everywhere

Data Science Methodology

Data Analysis with R Programming

Python for Data Science, AI & Development

Machine Learning With Big Data

Blockchain Platforms

Blockchain Basics

SQL for Data Science

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