Career Profile

I’m an AI engineer at VinBigdata, where I optimize AI models for monitoring VinFast’s manufacturing operations. With my expertise in machine learning and computer vision, I’m passionate about developing cutting-edge AI technologies that can mimic human intelligence. I’ve competed in several domestic and international robotics competitions, and I’m excited about the potential for AI to revolutionize our lives and shape the future of technology.

Experiences

Vingroup AI engineer training program

7/2022 - Present
VinBigdata, Hanoi
  • Iron Team soft skills training course
  • Python data processing and analysis course
  • Linear algebra and statistics course
  • Machine learning and deep learning courses
  • Computer vision course
  • Natural language processing course
  • Ethics AI Course

AI Engineer

5/2021 - 7/2022
FTech AI, Danang
  • Advance knoweldge AI
  • Image processing
  • Deeplearning and machine learning
  • GAN archicture

Vice Precident

6/2021 - 7/2022
BK-Maker Science Reseach Club, Danang
  • Leadership
  • Organize course research projects

AI Edge Intern

6/2020 - 11/2020
Tapit, Danang
  • Learn the basics of Deep Learning like linear regression, logistic regression, DNN, CNN,…
  • Deep practice of the python programming, and object-oriented procedures
  • Research on the sound processor and use the API in python to handle data
  • Trained in project management on professional tools and teamwork

Embedded Software Intern

12/2019 - 4/2020
Software Danang Center, Danang
  • Learn about C++ object-oriented programming
  • Trained with knowledge of embedded systems and how to program and manage code and clean code
  • Learn about Git, manage code, and store code on GitHub
  • Build a tracking system IOT to manage bus movements in Danang city realtime
  • Communicated effectively with faculty and staff and accepted critiques and suggestions for areas of improvement.

Research Student

10/2018 - 6/2022
BK-Maker Lab, Danang
  • Research Image processing algorithm, faceRecogniton system
  • Detect object and tracking object
  • Internet of things

Projects

Anti Covid 19 Face Recognition - Build a face recognition system to take attendance and track on edge device.
Face Swap CitizenID - Build model Face swap to swap photos from one ID Card to another
Crop and Align CMND - This module is used to identify areas of information of interest
Hand Gesture Recognition - Build a model that can predict the action of hand gestures
Compare 5 Method Background Matting - Build a website to demo and test 5 methods of image matting
Device Assist Blind Person - Devices to assist blind people to move and use devices around
Face Anti Spoofing - Building face anti-spoofing problem to solve spoofing attacks in face recognition system
Face Mask Detection - Build a face mask detection model to warn people to wear masks and avoid COVID-19 infection
PID CONTROLLER MONITORING, ASSESSMENT AND OPTIMIZATION SYSTEM BASED ON MACHINE LEARNING AND SIMATIC IOT2050 - Entered the top 9 and top 20 digitization solutions of the SIMATIC IOT2050 contest
Automatic Hand Sanitizer Machine - Automatic hand sanitizer machine designed for use at Da Nang hospital
Smart Medicine Box - Designing a smart pill box that helps the elderly to take their medicine on time and in the right dose
IoT Projects - This tutorial shows you how to use some cloud services like AWS or Azure applications in some IoT projects
Robot Three Omni-Directional Wheels - Design an omini robot that uses a real-time operating system to control several tasks at the same time
ABU ROBOCON2020 - The ABU Asia-Pacific Robot Contest (ABU Robocon) is an Asian-Oceanian college robot competition
Robodnic 2019 - Robotic creation contest for high school students in Da Nang city
Amazon Web Service - Several videos show you how to use and install some AWS services
NLP Project | Poem Generator - This is a project Natural Language Processing with AI theme that automatically generates poetry

Publications

  • Deep Learning Framework Applied for Predicting Anomaly of Respiratory Sounds
  • D Ngo, L Pham, A Nguyen, Ben Phan, K Tran, T Nguyen
    The 2021 International Symposium on Electrical and Electronics Engineering (ISEE 2021), IEEE Computer Society, HCMC, 2021

    Skills & Proficiency

    Python, C, C++

    Machine learning and Deep learning

    Pytorch, Tensorflow

    AWS, Azure

    Pandas, Numpy, Matplotlib

    Github

    Sketch & Photoshop

    word, excel, Powerpoint