Established software SDK and tool apps for optical measurement, automated functional tests and system compatibility solutions, and applied in design and evaluation stages. ● Investigated OpenCV and related image processing framework for Automated Optical Inspection. ● Leading in software development engineering, including platform upgrade, modularize architecture, source ● code control and code review, planned unit test and continuous integration. ● Integrated customer requirements and implemented software for automation test solutions, reducing cost and production cycle time for manufacturing.

Planned and designed cloud service tech stack and architecture for IP CAM products. ● Planned and implemented backend REST and WebSocket API, developed cross-service communication interfaces. ● Integrated image recognition, data analytics, WebRTC and message notification frameworks or open source projects into production services. ○ Web-based data organization and analytics ■ Improved human flow, heatmap analytics, cloud storage and AI-related services for IP CAM to surveillance providers. ■ Provided mixed cloud and modular services for POC projects and customizations. ■ https://www.soteriaai.com/soteria-enterprise

● Programmed operation system internal service and applications, troubleshooting and tracing issues. ● Evaluated coding language, development platforms and software architecture, managed software design patterns, coding principle and test case. ● Developed cloud service and database application, implemented software feature for hardware devices. ● Researched computer vision techniques, mathematical morphology and recognition training, developed object detection and video streaming control software.