Nguyen Nguyen

AI Engineer

HQSoft•  November 2023 - Present•  Ho Chi Minh City, Vietnam

- Researched and implemented OCR models to read text from image and extract information. - Fine tuned models with custom data for specific problems. - Built API with Flask, Git, Docker and AWS EC2. - Built API for route optimization with Git, Flask, GUnicorn, Docker and an Ubuntu server. - Explored customer data and applied feature engineering, feature selection. - Built classification model to classify customer. - Clustering customer by their location using k-means. - Applied statistical to detect outlier. Implemented code for backend features, and simple frontend interface for demo. - Other back-end module using Java Spring Boot.

AI Engineer Intern

HQSoft•  August 2023 - September 2023•  Ho Chi Minh City, Vietnam

- Researched and implemented deep learning to detect company products, competitor products and others. - Handled image data, labeled and drew bounding box. - Implemented pre-trained models YOLOv8, EfficientDet. - Compared image of products on shelf with planogram. - Pushed source code to company repository using Git Bash.

Production Manager

Tem 3D Bao Thuong Co., Ltd.•  July 2018 - April 2021•  Biên Hòa, Dong Nai, Vietnam

- Went to China and India to meet suppliers, researched the hologram label technology. - Cooperated with foreign experts to study & train employees on hologram label production. - Managed small and flexible company.

Production Manager & Designer

Thiet Moc Lan Co., Ltd.•  November 2009 - June 2018•  Biên Hòa, Dong Nai, Vietnam

- Prepared proof prints and files for printing. - Communicated with customers, created and modified design files base on customer’s ideas. - Implemented production planning and monitored production process, approved products to produce or not. - Solved business issues, organizing meetings with all staffs or with department(s). - Communicated between departments to ensure the production schedule, arranged overtime if necessary. - Investigated the cause of defective goods, provided solutions to avoid in the future. - Collaborated with foreign experts to learn new technology and operate new machines, then trained employees. - Administered company operation when director is on business trip.