Compute optimization, CUDA kernel/computational graph dev/optimization for computer vision & motion planning.

Robotics perception & AI - computer vision & optimization

Computer vision & AI software engineering

Key responsibilities and achievements:

• Main developer & leader for the CUDA parallelization pipeline development for 3D point cloud processing for robot path optimization, which enabled a multi-fold speed acceleration of previous applications and successful customer adoption over competitor solutions.

• Key contributor and developer for AI-powered 3D perception for general robot item picking, which is the "first-of-its-kind" globally.

• Main developer and initiator for R&D innovation on robotics bin packing.

• Main developer and leader for 2D/3D robotics perception projects.

Project engineer/Graduate global trainee at ABB Robotics.

Project engineering, management, PoC, and development.

Key responsibilities and achievements:

• Managing and delivering the full-cycle robotics projects to customers

• Developed web-based status monitoring and controlling of robots using REST API and Python

• PoC on, and development of Face-recognition-based Robot motion control

• Development of real-time object detection and pattern recognition algorithms using a vision camera and Python that allow robots to track the detected objects

Internal assignment in Shanghai, China

• Learned and identified the business scopes, opportunities, and challenges of robotics with fellow global trainees

• Introduced to and acquainted with global supply chains, engineering, and R&D teams/resources to help create future values

• Developed business networks with ABB's global managers and engineers

Internal assignment in Zurich, Switzerland

• Global Product Management - Strategic process development for ABB Robotics

• Internal PM Star development

Worked as a Blockchain team intern.

Developed transferrable skills for technical consultancy, data processing, data analytics, and project management

Main Responsibilities:

• Provided timely and business-relevant aids to the team in identifying potential business clients, and in presenting clients with business portfolios outlining effective transitions to the next-generation digitized business solutions, closely aligned with their business interests in "the 4th industrial revolution" (for project biddings)

• Provided key support to the team in strategizing clients' business development models to produce cost-effective plans and road maps for their solutions (for awarded projects).

• Provided key support to the team in developing, configuring, and testing the Hyperledger platform for private Blockchain and cloud computing applications to the clients' digital solutions, in close cooperation with the client's digital solution and business consulting teams (for awarded projects).

• Prepared and managed servers, channels, and platforms on which the client's business APIs could be incorporated into a Blockchain network the team configured (e.g., orderers, peers, kafkas, ZKs) for each project (for awarded projects)

• Developed a chaincode/smart contract (a program for handling business logic in a Blockchain network), using C and/or Go languages, that enabled smarter and faster processing of business tasks as a part of clients' "smart" digital solutions (for awarded projects)