Brayan Nguyen - C#/C++ Software Engineer

Brayan Nguyen

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Brayan Nguyen

4.8

Gender

Male

Language

English - Upper-intermediate

Main expertise

C++C#Algorithm AI Computer Vision Embedded Software Embedded Systems FFmpeg Java Machine Learning Microservices Node.js

Introduction

Brayan Nguyen is a highly skilled C/C++ Software Engineer with a strong foundation in algorithm development and a passion for creating efficient and robust software solutions. He is committed to working in a dynamic, professional environment where he can utilize his creativity and skills for the benefit of both the organization and himself. Brayan is seeking a challenging role that would allow him to leverage his expertise in C/C++ programming to contribute to the development and optimization of innovative software applications.

Project list

Automated Vehicle Detection System

2023 - 2023

Developed a system for detecting various types of vehicles such as cars, buses, and motorbikes in video footage.

Implementing services within the Content Management System (CMS) Enhancing video processing algorithms for vehicle detection Collaborating with team members to improve system accuracy Conducting tests and validations to ensure reliable performance

Technologies: NodeJS, Kubernetes, Microservices

Vehicle Detection in Video Footage

2022 - 2023

A project focused on detecting various types of vehicles such as cars, buses, and motorbikes in video footage.

Label data Train models Evaluate models Tune models

Technologies: Yolov4

Chemical Compound Classification Project

2021 - 2022

Develop and maintain machine learning models to classify chemical compounds.

Maintain and fine-tune machine learning models for new data. Research and evaluate new models.

Technologies: Scikit-learn, GGCP, AWS, OpenAl

Template Extraction Model Deployment

2021 - 2021

Developed and deployed a template extraction model with a user-friendly API for training and inference using custom data.

Implement a Flask server Code API for user training and inference with custom data

Technologies: Flask, Redis, RQ, AWS, Pytorch, Python, PostgreSQL

Document Data Extraction Using Graph Convolution Network

2020 - 2021

The project involves extracting data from documents using OCR results based on predefined templates.

Research Graph Convolution Network implementation Implement and optimize the Graph Convolution Network for the task

Technologies: Graph Convolution Network, Pytorch, Python

Document Image Object Detection

2020 - 2020

Developed a custom solution using the open-source YOLOv4 framework to detect stamps and QR codes in document images.

Customized the open-source YOLOv4 framework. Implemented detection algorithms for stamp and QR code recognition in document images.

Technologies: Yolov4

Custom Tesseract Enhancement

2019 - 2020

Enhanced the Tesseract OCR engine to improve accuracy and performance through custom model training.

Research the Tesseract open-source engine for specific tasks. Train custom models utilizing new fonts, various text, and diverse character sets. Develop a training tool to facilitate the training of new models using custom data, including images, fonts, and text.

Technologies: Tesseract, Python, C/C++

Document Image Orientation Detection

2019 - 2019

A project focused on detecting the orientation of document images.

Generate training data by altering angles, noises, and color variations to create new datasets.

Technologies: OpenCV, Python

Document Table Extraction

2018 - 2019

Developed a solution using OpenCV to accurately extract tables from document images.

Research algorithms for line detection. Implement algorithms to detect horizontal and vertical lines. Integrate line detection into table extraction solution.

Technologies: OpenCV, Python

AI&T Joint Stock Company

2017 - 2018

This company is a leading technology firm focused on delivering innovative solutions in artificial intelligence and information technology.

Develop a desktop application to create videos for advertisements using: - Image - Audio - Video - Text - Font

Technologies: C/C++, Java, OpenCV, Ffmpeg

BSOFT Joint Stock Company

2016 - 2017

A company specializing in software development, IT solutions, and digital transformation services.

Develop Android applications that process audio and video. Develop Android games.

Technologies: C/C++, Java, Ffmpeg, Cocos2dx

Project list

Education

Expertise