MEET OUR TEAM MEMBER, AN AI ENGINEER – HOA-BINH NGUYEN, WHO IS COMMITTED TO CONTRIBUTING TO OUR TEAM TOWARD INNOVATION AND SUCCESS.

EDUCATION

Bachelor of Computer Science, Duy Tan University, Da Nang, Vietnam (2019 – 2023)   

• Department of Computer Science – Specializing in Big Data and Machine Learning.
• GPA: 8.71/10.0 (Top 3 of 2019-2023 academic year)

WORKING EXPERIENCES

Machine Learning Engineer Intern (September 2023 – now)

Novodan APS (Remote) Copenhagen, Denmark

• Developing a prototype capable of automatically segmenting liver and tumor images using MonAI framework and displaying the results on Supervisely and 3D Slicer tool.
• Customizing the DICOM (Digital Imaging and Communications in Medicine) conversion process allowing doctors to get the specific files they need.
• Accompanying doctors in using the medical imaging tool and the labeling process.

Java Web Development Intern (March 2023 – May 2023)
FPT Software Danang, Vietnam

• Led a team of five members to complete the project.
• Developed a movie website that did CRUD operations using Spring boot, Tomcat, and React.

Teaching Assistant – Machine Learning (September 2023 – December 2023)

Duy Tan University Da Nang, Vietnam

• Giving machine learning courses to 3rd-year students.

ACADEMIC PROJECTS

Chest X-ray Syndrome Detection: Developing an application using machine learning to detect 12 syndromes through X-ray images.

• Data pre-processing: Resolving the unbalanced and multi-label problems dataset by using Stratified group k-fold in Scikit-learn; merging multiple bounding boxes label to lower the noise by using the weighted-boxes-fusion method.
• Model Training: Training several models by using YOLOv8 framework and logging the training process on ClearML.
• Model Inference: Using multiple models to generate the results, finalize the result by using Weighted-Box-Fusion and display it with the label translated into Vietnamese.
• Model Deployment & Integration: Buiding a simple FastAPI including asynchronous functions to send the X-ray images to backend and display the result on a .NET website.

Intrusion Detection: Won 2nd place in Duy Tan’s Scientific Research competition (2023)

• Developing an application detecting intruders in a designated area, playing an alert sound, and sending alerts to the user through mail or telegram.

TECHNICAL SKILLS

Python, Pytorch, Pandas, Numpy, Scikit-learn, SQL, Linux, AWS.