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Caine Ng

Caine Ng

Intern Research Design and Development Engineer

Followers of Caine Ng65 followers
location of Caine NgSingapore

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  • Timeline

  • About me

    Research and Development Engineer | Data Analyst

  • Education

    • Temasek Polytechnic

      2005 - 2008
      Diploma with Merit Mechatronics

      Activities and Societies: Biathlon Mechatronics student with final year specialization in aerospace technology.

    • Nanyang Technological University

      2010 - 2013
      Bachelor of Engineering (BE) Mechanical Engineering 2nd Class Honours Upper Division

      Activities and Societies: Biathlon

    • Singapore Management University

      2020 - 2022
      Master degree Information Technology in Business

      Master of information technology in business, data analytics specialisation.• Foundational background in statistical analysis, data analytic process (data cleaning, processing to descriptive, diagnostic, prescriptive and predictive insight) and formulation of business requirement to data analysis problem.• Technical toolset for processing, exploring, and modelling data (Excel, JMP). Programming in Python (General coding, applying machine learning algorithms and analysis), R… Show more Master of information technology in business, data analytics specialisation.• Foundational background in statistical analysis, data analytic process (data cleaning, processing to descriptive, diagnostic, prescriptive and predictive insight) and formulation of business requirement to data analysis problem.• Technical toolset for processing, exploring, and modelling data (Excel, JMP). Programming in Python (General coding, applying machine learning algorithms and analysis), R (Performing statistical analysis and dashboard with R Shiny), SQL and SQL• Presenting data in appropriate visualisations for drawing insights and presentations.Coursework projects:Text Analytics on AirBNB reviews:• Applied sentiment analysis to identify positive and negative statements in a review and topic modelling to identify main topics. Show less

  • Experience

    • Dyson

      Jan 2012 - Jun 2012
      Intern Research Design and Development Engineer

      • Reduced possible user complains by quantifying possible user edge cases and assessing potential impact to the user. • Collaborated with relevant stakeholders to ensure manufacturability of products by designing and prototyping test jigs for product testing at dimensional limits.

    • HP

      Jan 2014 - now

      • Demonstrated new product reliability and ability to meet customer quality expectations through design and conduct of representative test with representative metrics while meeting program schedule.• Made use of statistical knowledge to estimate sample size for characterisation.• Applied critical thinking and problem solving to identify root cause to potential interaction issues. • Write efficient SQL to retrieve test data for analysis.• Developed analysis workflow to extract, transform and present data in visualisations to summarise test results.• Applied python code to collate images and wrangle odd data formats for analysis.• Communicated technical problems and impact to non-technical cross functional audience to develop potential solution.• Collaborated with cross functional teams to determine appropriate resolution. Show less

      • Research And Development Engineer

        Feb 2015 - now

      • Research And Development Engineer

        Jan 2014 - Feb 2015

  • Licenses & Certifications