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Siawpeng Er

Siawpeng Er

Senior Software Engineer (Firmware)

Followers of Siawpeng Er343 followers
location of Siawpeng ErAtlanta, Georgia, United States

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  • Timeline

  • About me

    Lead Data Scientist | NLP | Gen AI

  • Education

    • Georgia Institute of Technology

      2018 - 2020
      Master's degree Computational Science and Engineering

    • National University of Singapore

      2017 - 2018
      Master's degree Infocomm Security

    • Georgia Institute of Technology

      2018 - 2022
      Doctor of Philosophy - PhD Bioinformatics (Minor in Machine Learning)

  • Experience

    • ST Electronics (Info-Comm Systems) Pte Ltd

      Aug 2013 - Jun 2018
      Senior Software Engineer (Firmware)

      Designed and implemented firmware and software for secure communication systems used by the Singapore Civil Defense, Army, and Navy.

    • The Home Depot

      May 2021 - Aug 2021
      Internship (NLP) Online Data Science

      Applied deep learning and NLP techniques to analyze and enhance search retrieval systems.

    • The Home Depot

      Sept 2022 - now

      Leading the development and optimization of search retrieval, ranking, and refinement models to improve search relevance and drive key business metrics. Design and optimize search retrieval and ranking models to improve search relevance and drive key business metrics.

      • Lead Data Scientist

        Mar 2025 - now

      • Senior Data Scientist (Search Retrieval and Ranking)

        Sept 2022 - Mar 2025

  • Licenses & Certifications

    • Advanced Machine Learning on Google Cloud Specialization

      Google Cloud
      Apr 2024
      View certificate certificate

    • Machine Learning on Google Cloud Specialization

      Google Cloud
      Apr 2024
      View certificate certificate

  • Volunteer Experience

    • Reviewer

      Issued by International Conference on Machine Learning (ICML) 2021
      International Conference on Machine Learning (ICML) 2021Associated with Siawpeng Er

    • Reviewer

      Issued by Conference on Neural Information Processing Systems (NeurIPS) 2021
      Conference on Neural Information Processing Systems (NeurIPS) 2021Associated with Siawpeng Er

    • Reviewer

      Issued by International Conference on Learning Representations (ICLR) 2021, 2024
      International Conference on Learning Representations (ICLR) 2021, 2024Associated with Siawpeng Er

    • Reviewer, Challenge Organizers for VISION workshop

      Issued by Conference on Computer Vision and Pattern Recognition (CVPR) 2023
      Conference on Computer Vision and Pattern Recognition (CVPR) 2023Associated with Siawpeng Er