Hubert Heng

Experience

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  Adecco

  Sept 2022 - Oct 2022

  IT support

  F1 Singapore Grand Prix 2022 IT support crewAs the IT support crew, we help to maintain the servers and ticket scanners used for ticket scanning. If any problems arises, we are to help solve the problem.

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  Advanced Remanufacturing and Technology Centre (ARTC)

  Mar 2024 - now

  Now as a temporary staff from January to May, I am helping my supervisor and colleague to write the technical documentations for publishing internally with A*STAR. One of these documentations has already been published. I am currently working with four NUS master's students to further improve the project (namely increasing the complexity and depth of my supervisor's novel evaluation metric), leveraging my knowledge in three different fields, computer vision, robotics and 3D graphics to coordinate the improvements.I also explored Nvidia Omniverse and COSMOS for potential use in a new project, where we explore using physical AI in the manufacturing of EV batteries.Now I am working on the various iterations of Relight NeRF and Gaussian Splatting for novel view synthesis under different lighting conditions. To generate the training data for these models, I am working on a custom blender add-on, allowing users to easily import in their own objects and generate images along with their poses. Show less During my internship from March to January, I worked on two projects. One is where I helped to create a software to mass generate synthetic data for defect inspection, demonstrating live to partners and clients like Rolls Royce and Panasonic. It has a total of eight successful demonstrations so far.For the other one, other than helping my supervisor develop her novel evaluation metric for a 3D graphics optimization problem, I created a digital twin in blender to simulate manufacturing inspection processes, using skills like 3D modelling and robotics that I picked up during internship. Show less

  • AI research engineer

    Jan 2025 - now

  • Intern

    Mar 2024 - Jan 2025