Building the world-class AI-driven massage robot.

• Oversaw company's ongoing operations and procedures;• Drove the engineering team encompassing software, electrical, and mechanical development, propelling the evolution of next-generation EMMA systems.• Spearheaded the development of algorithms in robot arm manipulation and 3D vision, effectively addressing core challenges.

• Oversaw company's ongoing operations and procedures;• Built the software development team, set up protocols and pipelines for efficient development coordination among the team members;• Led the software development team in enhancing the components of EMMA system while expanding with safety and fleet management related features;• Developed various algorithms to address the challenges associated with robot arm manipulation and 3D vision;• Pushed the EMMA system to mass deployments in clinics across the APAC region.

• Joint the team as co-founder and took over the software development of the EMMA system;• Design and implemented the software control framework that allowed sensing, robot manipulation, and end-effector actuation to work seamlessly;• Developed the motion planning and execution modules to manipulate robot arms with high DoF in a flexible and safety-critical environment;• Developed the 3D vision module that takes in knowledge from an expert system to generate personalized treatment plans for patient with various body shapes;• Iteratively drove the EMMA system to MVP through multiple rounds of refinement.

• Crafted frameworks and roadmap to apply intelligence features on the company proprietary smart learning solution;• Led academic projects on developing machine learning and deep learning algorithms to address the challenges associated with workforce learning; research topics comprise of knowledge tracing, behavior modelling, recommendation systems, knowledge graph, and competency evaluation;• Developed technology stack (patent pending) to support intelligence features on the smart learning solution;• Contributed as application scientist in the development of a smart learning solution that aim to help organizations to reskill and upskill the workforce;• Facilitated regional clients with analytical insights on employees' learning behaviors.

• Joint in the development of company’s flagship product Zopim LiveChatplatform;• Improved the usability of the frontend widget and performance of the backend dashboard of the platform;• Took charge in the maintenance of company website and improved the usability of mobile website.

• Joint in the development of an Autodesk project DesignScript Studio from scratch and delivered a fully functioned software within 4 months;• Participated in the planning, prototyping, implementation and testing of the development cycle;• Personally implemented components including application frame, tab control, library control and visual components for the UX and UI development (in C#);• Researched on the rendering quality and performance for optimization purpose;• The DesignScript Studio was later part of Dynamo since version 0.7.