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Dennis Foo

Dennis Foo

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  • Timeline

  • About me

    Principal Engineer, Machine Learning

  • Education

    • Imperial College London

      2015 - 2019
      Master of Engineering - MEng Aeronautical Engineering First Class Honors

      Awards:ST Engineering Overseas ScholarshipSecond Year Applications, Second PlaceDean's List 2016-2018Publication:A Coarse Model for the Multiaxial Elastic-Plastic Response of Ductile Porous MaterialsFYP Thesis:Applications of machine learning to simulations of the mechanical response of engineering materials

  • Experience

    • ST Engineering

      Jul 2019 - now

      Software development lead for 5G small cells.Developing MLOps microservices for an internal tool. Led the development of a Video Analytics application. Aggregated data from multiple sensors for real time inference. Product technical Manager (Secondary Role).- Go to market.- Product roadmap.- Initiated R&D proposals for new technology areas. - Developed an unsupervised clustering algorithm to suppress RADAR clutter. - Designed, trained, and deployed a machine learning ensemble model with a soft classifier, achieving over 92% accuracy and 0.83 F1 score in classifying signal patterns of perturbations in optical sensors.

      • Principal Engineer

        Jul 2024 - now

      • Assistant Principal Engineer

        Jul 2022 - Jul 2024

      • Senior Engineer

        Jan 2021 - Jul 2022

      • Machine Learning Engineer

        Jul 2019 - Jan 2021

  • Licenses & Certifications