Meet our team member, Trong-Hieu Nguyen, who is committed to contributing to our team toward innovation and success.
EDUCATION
Duy Tan University (Sep 2019 – Jun 2023)
Big Data & Machine Learning | GPA: 3.6
- Achieved Studying Scholarship for top 5% of students who have the highest score
FUNIX COURSE ( Jul 2021 – Mar 2022)
Machine Learning | GPA: 3.2
- Achieved scholarship for the top 3 highest entrance test scores
WORK EXPERIENCE
NOVODAN COMPANY ( Jul 2023 – Present)
Computer Vision Engineer – Remote
- Input and output processing, model improvement Researched and evaluaed models
- Found and fixed issues
- Worked at GitHub
TMT COMPANY ( May 2022 – Jun 2023)
AI Engineer – On-site
- Researched, built, tested, trained, optimized, and implemented models.
- Found solutions, and debug code. Collected, pre-processed, and generated data.
- Collaborated with product owner and Scrum master to produce high-quality models.
- Implemented code for auto-get information in some websites and saved it on MongoDB
- Converted a model defined in PyTorch into the ONNX format to considerably increase performance
PROJECTS
NOVODAN COMPANY | Computer Vision Engineer Mouse Video Analysis ( Jul 2023 – Present)
- Project Description: Analyze the direction of the mouse to research the mouse’s memory
- Responsibilities: Detecting mouse and maze. Discuss with client. Apply mathematical formulas to produce the client’s desired results. Build user interface
- Technologies/Tools: YOLOv8, YOLACT, Django
PARACEL COMPANY | Computer Vision Engineer Extract tables in PDF files (Jun 2023 – Sep 2023)
- Project Description: Detected the required table types and convert them to Excel or CSV format
- Responsibilities: Researched and tested Azure models that can extract tables from PDF files or images. Input and output processing of models
- Technologies/Tools: Azure, OCR, Table Transformer
TMT Company | Python Developer Crawl Data (May 2023 – Jun 2023)
- Project Description: Get the necessary information from different Websites, to create large datasets to support works in the future
- Responsibilities: Create and implement code for auto-get information in some websites and save it on MongoDB
- Technologies/Tools: Selenium, Beautiful-soup
Image Matting (Mar 2023 – Jun 2023)
- Project Description: Research background removal process. Build a tool that helps users remove the background in a few seconds, and edit the resulting image
- Responsibilities: Collect and generate data. Build a model to classify the kind of model. Use Matte Image models in GitHub to research, train, and optimize. Convert model from Pytorch to Onnx
- Technologies/Tools: Pytorch, Open-cv, MatteFormer, ViTMatte, EfficientNet
Read Book By Image (Sep 2022 – Dec 2022)
- Project Description: Convert book images from the camera to text
- Responsibilities: Dewarp the text in the picture, detect book, divide the book into 2 pages, crawl data, and generate data
- Technologies/Tools: RectiNet, AGUN, Open-cv, Pytorch
Fashion Detection (May 2022 – Aug 2022)
- Project Description: Detect the type of clothes by pictures Responsibilities: Collect data, preprocessing data, train model, test model Technologies/Tools: YOLOR, YOLOv5, Nanodet, Open-cv, Pytorch
PROJECTS AT SCHOOL
DUY TAN UNIVERSITY | AI Engineer
Application Of AI To Intelligent Waste Classification (Feb 2023 – May 2023)
- Project Description: Build trash cans that automatically classify waste, add points for users when using the service, and increase people’s awareness better and better
- Responsibilities: Preprocessing data, generator data. Train, test, and optimize the model. Technologies/Tools: YOLOv8, Open-cv, Pytorch, Teachable Machine.
FUNIX | AI Engineer
Classification Of Plants Of Southeast Asia (Feb 2022 – Mar 2022)
- Project Description: An image classification competition in Kaggle, to classify plants of Southeast Asia by pictures
- Responsibilities: Preprocessing data. Train, test and optimize model Technologies/Tools: EfficientNet, Tensorflow, Keras
SKILLS
Python; C/C++ Computer Vision TensorFlow Pytorch; CNN; Image processing; GPU computing Segmentation; Object Detection; Process Data; Crawl Data; GitHub
If you want to know more about our AI Engineer Trong-Hieu Nguyen, please contact to us!