Dominic Nguyen - C#/C++ Software Engineer

To work in a dynamic, professional environment and utilize my creativity and skills for the benefit of the organization and myself. Highly skilled C/C++ Software Engineer with a strong foundation in algorithm development and a passion for creating efficient and robust software solutions. Seeking a challenging role where I can leverage my expertise in C/C++ programming to contribute to the development and optimization of innovative software applications.

Project list

BSOFT Joint Stock Company

Specializing in software development, IT solutions, and digital transformation services.

- Develop android applications process audio, video - Develop android games

Technologies: C, C++, Java

AI&T Joint Stock Company

A premier technology firm specializing in artificial intelligence (AI) and information technology (IT) solutions.

- Develop a desktop application to create video for advertisement using image, audio, video, text, font

Technologies: C, C++, Java, OpenCV

Table Extraction

Using OpenCV to extract table from document image

- Research, implement algorithm to detect horizontal, vertical line

Technologies: OpenCV, Python

Orientation detection

Detect orient of document image

- Generate training data by changing angles, noises, color ... to create new data

Technologies: OpenCV, Python

Custom Tesseract

Improve accuracy

- Research Tesseract open-source engine for tasks - Train custom models with new fonts, text, characters set - Write a training tool to train new models with custom data(image, font, text...)

Technologies: Python, C, C++

Detect objects in document data

Custom open-source yolov4 framework to detect stamp, QR code in document image

- Custom open-source yolov4 framework to detect stamp, QR code in document image

Information extraction

Extract data from document (OCR result) by predefined template (template extraction)

- Research, implement, optimize Graph Convolution Network to do the task

Technologies: PyTorch, Python

Model deployment

Deploy template extraction model, write API for user train and inference with custom data

- Implement Flask server, coding API for user train and inference with custom data

Technologies: Flask, Redis, AWS, PyTorch, Python, PostgreSQL

Chemical compound classification

Maintain and develop machine learning models for classify chemical compound

- Maintain, tuning machine learning models for new data, research and evaluate new models

Technologies: Scikit-learn, Google Cloud Platform (GCP), AWS

Vehicle detection

Detecting vehicles in video(Car, Bus, Motorbike, ...)

- Label data, train, evaluate, tuning mode

Trading Platform

Detecting vehicles in video(Car, Bus, Motorbike, ...)

- Implementing services within the Content Management System (CMS)

Technologies: Node.js, Kubernetes, Microservices

Project list

Education

Techstacks