nguyễn đình bình an

backend

+84327.092.495

nguyendinhbinhan2001@gmail.com

Ho Chi Minh City, Vietnam

education

UIT, VNUHCM

( 09.2019 – 06.2023 )

Major: Computer Science


GPA: 8.8/10

Received the Studying Encouraging Scholarship twice, which is awarded to only the top 10% of students in the Honor Program Class in semester

Certifications

TOEIC Listeninng – Reading 695

skills

Programming Languages

  • Python, JavaScript, Java (Spring Boot) C# (.NET), Go.

Database Management

  • SQL Server, MongoDB
  • Redis

Microservices

  • Kafka: Load Balancer, Pub/Sub
  • RESTful API

AWS

  • EC2, EFS, LBS

Others

  • Git, Docker, CI/CD, Unit Test (mock test)
Projects

STUMAN (STUDENT MANAGEMENT SOFTWARE)

Software – 5 participants – (9/2021 – 12/2021)

My Roles:

  • Implement pages with functions such as course registration for students and managed by admin; looking up schedule and homework for students; cookie for client.

Used Techniques:

  • Core: .NET core 4.7.2
  • Frontend: XAML, C#, WPF
  • Backend: C#
  • Database Management: SQL Server

Project References:

ADVANCED FFNET

AI Project – 2 participants – (3/2022 – 5/2022)

Improving FFNet Model for Video Fast Forwarding Problem – Reimplement the paper source code and make improvement on it.

My Roles:

  • Implement FFNet and coded improvement ideas.

Used Techniques:

  • Language: Python 3.5
  • Frameworks: Tensorflow 1.10 & PyTorch 1.1
  • Feature Extraction: MobileNet-V3
  • Learning Method: Deep Q-Learning
  • Model Architecture: LSTM & MLP
  • Model accuracy evaluation: F1-score & Coverage

Project References:

JSFFNet

AI Web Application – 1 participants – (9/2022 – 11/2022)

Only client-side web application of Advanced FFNet on purpose to prove real-time processing possibility as an application. 

My Roles:

  • Design base system flow, UI and API.

Used Techniques:

  • Language: JavaScript, HTML, CSS
  • AI framework: Tensorflowjs
  • Database Management: Indexed Database

Project References: