Experience

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  Northern lights technology development

  Aug 2012 - Oct 2021

  Ai algorithm engineer

  As an AI/Computer Vision Algorithm Engineer, I participated in and led several projects that implemented AI models and visual algorithms across manufacturing, safety, and robotics industries. These projects included:Automated Control Project for Power Plant Resin Separation:Implemented industrial cameras to observe the resin separation process through ion separators, transmitting the determination results to the control system via PLC for automated production control.Guangzhou Airport Production Node Automatic Determination Project:Deployed surveillance cameras and utilized AI models to automatically determine refueling truck and passenger stair truck docking times, airplane cargo door opening and closing times, runway pedestrian detection, and boarding bridge connection times.Insulator Production Line Defect Detection Project:Developed and implemented a system for automatic detection of defects in insulator production lines.Warehouse Object Illegal Movement Detection Project:Created a system to detect unauthorized movement of objects within warehouse facilities.Robot SLAM and Visual Localization Project:Developed a visual localization solution for robotic systems using Simultaneous Localization and Mapping (SLAM) technology.Indoor Navigation and Localization AR Project Based on Google Tango Phone:Implemented an augmented reality (AR) system for indoor navigation and localization using the Google Tango platform. Show less

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  Standard chartered bank

  Oct 2021 - Dec 2023

  Machine learning senior manager

  As the inaugural employee and manager of the China AI Hub, I have been responsible for establishing the team and infrastructure from the ground up, delivering AI use cases to facilitate the acceleration of digital transformation within the bank:- Developed a comprehensive Chinese OCR Pipeline from scratch, including server/workstation procurement, data synthesis, model construction, and pipeline optimization.- Built a local AI team from the ground up, participating in recruitment, interviews, training, goal-setting, performance evaluations, and more.- Leveraged the developed Chinese OCR engine to create and deliver a Hong Kong ID card automatic recognition and feature extraction project.- Led a cross-functional, multinational team in the development of an AI model explainability engine, further promoting transparency in Responsible AI within the bank.- Received the "Annual AI Technology Award" from the China International Financial Science and Technology for the Chinese OCR Pipeline.- Personally honored with two Group GEM Awards in 2022 for outstanding contributions. Show less

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  Hsbc

  Dec 2023 - now

  Lead consultant specialist