Kenneth Chew
AI Engineer at REPUBLIC POWER PTE LTD- Claim this Profile
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English Native or bilingual proficiency
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Bio
Credentials
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Associate AI Engineer
AI Professionals AssociationNov, 2022- Nov, 2024
Experience
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REPUBLIC POWER PTE LTD
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Singapore
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Technology, Information and Internet
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1 - 100 Employee
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AI Engineer
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Feb 2023 - Present
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AI Singapore
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Software Development
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100 - 200 Employee
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Associate AI Engineer
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Jan 2023 - Jan 2023
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AI Apprentice
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Apr 2022 - Jan 2023
- Core developer in a commercial federated computer vision (CV) project. Project’s main objective involves developing federated, cross-silo, secure and privacy-preserving image segmentation processing pipeline for medical images and deployed with Amazon Cloud Service (AWS) bucket.- Wrote end-to-end pipelines to prepare and transform raw data to fit model. Applied unit testing CI/CD pipelines to ensure system integration and data version control.- Wrote a Fully Convolutional Neural Network(FCN) Encoder-Decoder using Pytorch that serves as a dynamic adapter layer to a user-defined neural network- Implemented a tensor-train based feature extractor- Sped up data processing form ~600minutes to ~90 minutes using Ray- Built and deployed a Computer Vision dirt detection model using YOLOv3,FASTAPI and Streamlit Show less
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PC Financial (SG)
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Singapore
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Financial Services
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1 - 100 Employee
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Compliance Officer
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Jun 2019 - Aug 2021
- Wrote compliance manual, culminating in a license upgrade to LFMC(AI) from RFMC - Company Liaison & with the Monetary Authority of Singapore for regulatory matters - Provided onboarding training for new hires and yearly refresher training for existing staff - Regulatory filings,KYC and AML - Wrote compliance manual, culminating in a license upgrade to LFMC(AI) from RFMC - Company Liaison & with the Monetary Authority of Singapore for regulatory matters - Provided onboarding training for new hires and yearly refresher training for existing staff - Regulatory filings,KYC and AML
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Project Coordinator
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Oct 2018 - Jun 2019
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Education
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SIM Global Education