Daniel Lee

Experience

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  Self-employed

  Jan 2020 - Aug 2021

  Private Tutor

  Tutored 'A' Level H2 Physics, Chemistry and MathematicsTutored 'O' Level Physics, Chemistry, Biology, Mathematics, Combined Science

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  Q & M Dental Group (Singapore) Limited

  Feb 2020 - Jul 2020

  Dental Surgery Assistant

  Assisted dentists in the operation various dental practices such as scaling and polishing, fillings, extractions, root canal treatments and wisdom tooth surgeries, and orthodontic practices.Managed safe disinfection of equipment in the midst of the COVID lockdownHelped dentists to create impression molds

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  Residential College 4 (RC4)

  Oct 2020 - Aug 2021

  Project Director

  Project Director for Residential College 4's Orientation Programme

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  National University of Singapore

  Aug 2021 - Sept 2022

  Teaching Assistant

  • Taught tutorials and graded assignments on programming methodology with Python as a medium • Tutoring efforts resulted in an overall student average score of 77.9%, placing 5th amongst 60 tutors• Achieved average teaching feedback score of 4.9/5.0, above department average of 4.4

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  OURFinals

  Oct 2021 - Oct 2022

  Tutor

  Contract teaching job for Python (Programming Language)

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  Eastspring Investments

  May 2022 - Aug 2022

  Information Technology

  • Collaborated with the Transformation department to automate a project management platform leveraging on Microsoft Project and Project Online• Engaged various stakeholders across departments on requirement gathering, design, development, testing, documentation and deployment• Developed and launched a sustainable operating model for continued maintenance and updating of the platform to enhance user experience and keep content fresh• Curated an interactive live reporting dashboard linked to the data cloud to provide real time updates of project statuses for senior management to make informed decisive business insights and options using PowerBI Desktop and Service platforms• Assisted the Technology Project Manager in task tracking, status update reporting and managing project documentations Show less

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  Nika.eco

  May 2023 - Dec 2023

  • Collaborated with team to develop CarbonGPT, an integrated chatbot powered by a mixture of experts Generative AI with a variety of features contextualised to the carbon market. For example: 1) Advanced PDF parsing and long document question answering (Carbon Project documents, Verra Methodologies) 2) Automated internet search, where a model would autonomously search the internet to retrieve updated, factual information, especially pertaining to the carbon market 3) Autonomous AI Agent that can do GHG emission estimations (especially scope 2 & 3) Show less • Geospatial Machine Learning: designed, trained, and deployed predictive satellite based geospatial climate model pipelines on the cloud. Examples include: 1) Forest and Mangrove extent growth prediction 2) Afforestation potential for mangroves 3) Land Cover Detection and Prediction• Geospatial Data ETF: Pre-processed, mined, cleaned, and transformed large sizes of geospatial satellite data into organised data for machine learning. For example, cloud cover removal, shapefile manipulation, and data merging• Geospatial Analysis: Assist the front office to create, present and work through carbon project integrity due diligence reports for business owners and carbon project developers Show less

  • Carbon Analyst (Generative AI) Intern

    Aug 2023 - Dec 2023

  • Carbon Analyst (Geospatial ML Engineer) Intern

    May 2023 - Aug 2023
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  Shopee

  Jul 2024 - now

  NLP Algorithm Engineer