Patrick Van is an AI engineer with over 6 years of experience in AI production. He has participated in the full cycle of Computer Vision, AI products, and deployments in industrial production, particularly in the fields of robotics, semiconductors, healthcare, and video processing.
Project list
Akeptus - USA
Akeptus provides an affordable smart technology solution to help homeowners of all income levels reduce their energy consumption.
Analyze smart building data and perform fault detection to identify abnormal data and energy leaks.
Build regression models to estimate weekly/monthly energy usage based on historical data, weather patterns, and seasonal changes.
Technologies: Python, Tensorflow, OpenCV, AWS, Linux
CoTreat Dental Imaging Project - Australia
A project focused on developing advanced AI models for processing and analyzing dental images, including XRAY, OPG, and Arch data. The project also involves deploying solutions on AWS SageMaker and working collaboratively within a technical team.
Build AI modeling for segmentation, object detection, and image processing to handle dental images such as XRAY, OPG, and Arch data.
Deploy AI solutions on AWS SageMaker.
Engage in technical collaboration within a dynamic team setting.
Developed computer vision solutions to classify and recognize defects in industrial products.
Work with application team to integrate AI solutions into GUI and deploy.
Experience with C# (WPF) and PyQt5 for GUI design.
Deploy product on Linux servers, Windows desktops, AWS, or embedded devices such as Jetson.
Work with various cameras, including RTSP stream video over network, Intel RealSense Depth camera, and ZED stereo camera for distance measurement and point-cloud extraction.
Assistant Software Manager (promoted from 12/2020): Managed AI teams with more than 20 engineers and participated in the full cycle of project development.
Technologies: PyQt5, C# (WPF), AWS
Education
Ho Chi Minh City University of Technology, Vietnam
2013 - 2017
Control Engineering & Automation
Expertise
Cloud & DevOps
AWS Cloud, AWS, AWS Solutions Architects
Artificial Intelligence & Machine Learning
Machine Learning, TensorFlow, Data Scientists, AI, Computer Vision, Deep Learning