Daniel Lee

Daniel Lee

Private Tutor

Followers of Daniel Lee839 followers
location of Daniel LeeSingapore

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  • Timeline

  • About me

    NLP Algorithm Engineer @ Shopee | Leveraging AI/ML for business solutions | AGI 🤖

  • Education

    • National University of Singapore

      2020 - 2024
      Bachelor of Science - BS Data Science and Analytics, 2nd Major in Computer Science
    • Residential College 4 (RC4)

      2020 - 2022
      University Town College Programme

      Systems Thinking and System Dynamics simulation and analysis

    • The University of Texas at Austin

      2023 - 2023
      Bachelor of Engineering - BE Computer Engineering

      Activities and Societies: Student Exchange Programme: CS378 - Natural Language Processing CS439 - Operating Systems ECE360C - Design of Algorithms SDS374C - Parallel Computing for Science and Engineering

    • Catholic Junior College

      2016 - 2017
      GCSE 'A' Level Physics, Chemistry, Mathematics, Economics 87.5/90

      Activities and Societies: Fencing

    • St. Joseph's Institution Junior

      2006 - 2011

      Activities and Societies: Badminton

    • Montfort Secondary School

      2012 - 2015
      GCSE 'O' Level Triple Science

      Activities and Societies: Badminton, Intellectual Games Club

  • Experience

    • Self-employed

      Jan 2020 - Aug 2021
      Private Tutor

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

    • 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

    • Residential College 4 (RC4)

      Oct 2020 - Aug 2021
      Project Director

      Project Director for Residential College 4's Orientation Programme

    • 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

    • OURFinals

      Oct 2021 - Oct 2022
      Tutor

      Contract teaching job for Python (Programming Language)

    • 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

    • 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
    • Shopee

      Jul 2024 - now
      NLP Algorithm Engineer
  • Licenses & Certifications

    • Challenge of Wits

      MINDEFxEDL
      Apr 2022
      View certificate certificate
    • Shopee Code League 2022 - Participant

      Shopee
      Apr 2022
      View certificate certificate
    • Singapore Workforce Skills Qualifications (WSQ) - Apply Teamwork in the Workplace

      SkillsFuture SG
      May 2018
    • Technology of Tomorrow

      AIESEC in Singapore
      Mar 2022
      View certificate certificate
    • Singapore Workforce Skills Qualifications (WSQ) - Perform Stock Control and Housekeeping Operations

      SkillsFuture SG
      May 2018
    • Singapore Workforce Skills Qualifications (WSQ) - Perform Warehouse Operations

      SkillsFuture SG
      May 2018
    • Singapore Workforce Skills Qualifications (WSQ) - Certificate in Generic Manufacturing Skills

      SkillsFuture SG
      May 2018
    • Singapore Workforce Skills Qualifications (WSQ) - Apply 5S Techniques

      SkillsFuture SG
      Apr 2018
    • Singapore Workforce Skills Qualifications (WSQ) - Communicate and Relate Effectively at the Workplace

      SkillsFuture SG
      Feb 2018
    • Singapore Workforce Skills Qualifications (WSQ) - Apply Quality Systems

      SkillsFuture SG
      May 2018
  • Honors & Awards

    • Awarded to Daniel Lee
      Fencing Masters Classic Championships: Men's Epee 2017 Fencing Masters 2017 Bronze
    • Awarded to Daniel Lee
      Inter-School Badminton Championships: 'B' Division Boys Singapore North Zone Schools' Sports Council Apr 2014 Silver
    • Awarded to Daniel Lee
      11th Elementz Science Project Competition and Exhibition 2012 Anderson Junior College Mar 2012 Silver
    • Awarded to Daniel Lee
      Inter-College Games Dodgeball 2024 Residential College 4 Gold
  • Volunteer Experience

    • Open Day Committee

      Issued by Residential College 4 (RC4) on Jan 2022
      Residential College 4 (RC4)Associated with Daniel Lee
    • Fencing Captain

      Issued by National University of Singapore on Jul 2021
      National University of SingaporeAssociated with Daniel Lee
    • RC4cue Captain

      Issued by Residential College 4 (RC4) on Jan 2022
      Residential College 4 (RC4)Associated with Daniel Lee
    • College Students' Committee

      Issued by Residential College 4 (RC4) on Aug 2020
      Residential College 4 (RC4)Associated with Daniel Lee
    • House Committee

      Issued by Residential College 4 (RC4) on Aug 2020
      Residential College 4 (RC4)Associated with Daniel Lee