Steffie Phang

PHD Student at Insight SFI Centre for Data Analytics
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Contact Information
us****@****om
(386) 825-5501
Location
Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia, MY
Languages
  • Chinese - Cantonese Native or bilingual proficiency
  • English Native or bilingual proficiency
  • Malay Native or bilingual proficiency
  • Chinese - Mandarin Native or bilingual proficiency

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Credentials

  • Convolutional Neural Networks with TensorFlow in Python
    365 Data Science
    Nov, 2022
    - Nov, 2024
  • Data Analysis with Excel
    365 Data Science
    Nov, 2022
    - Nov, 2024
  • Deep Learning with TensorFlow 2
    365 Data Science
    Nov, 2022
    - Nov, 2024
  • Introduction to Jupyter
    365 Data Science
    Nov, 2022
    - Nov, 2024
  • Introduction to R Programming
    365 Data Science
    Nov, 2022
    - Nov, 2024
  • Introduction to Tableau
    365 Data Science
    Nov, 2022
    - Nov, 2024
  • Machine Learning with Ridge and Lasso Regression
    365 Data Science
    Nov, 2022
    - Nov, 2024
  • Statistics
    365 Data Science
    Nov, 2022
    - Nov, 2024
  • Advanced SQL for Data Scientists
    LinkedIn
    Dec, 2020
    - Nov, 2024
  • Business Analysis Foundations
    LinkedIn
    Nov, 2020
    - Nov, 2024
  • Business Analytics: Sales Data
    LinkedIn
    Nov, 2020
    - Nov, 2024
  • Microsoft Excel Data Analysis
    Udemy
    Nov, 2020
    - Nov, 2024
  • Python Functions for Data Science
    LinkedIn
    Nov, 2020
    - Nov, 2024
  • SQL: Data Reporting and Analysis
    LinkedIn
    Nov, 2020
    - Nov, 2024
  • Data Science R Basics
    edX
  • SQL for Data Science
    DataCamp

Experience

  • Insight SFI Research Centre for Data Analytics
    • Ireland
    • Research Services
    • 1 - 100 Employee
    • PHD Student
      • May 2022 - Present

      Funded by Vistamilk SFI Research Centre Funded by Vistamilk SFI Research Centre

  • Ninja Van
    • Singapore
    • Truck Transportation
    • 700 & Above Employee
    • Business Analyst in FP&A
      • Jan 2021 - Apr 2022

      - Performed and presented monthly deep dive for profit and loss report analysis.- Assisted FPA team in performing budget plans and building financial models for forecasting.- Cross functional collaboration & coordination with several departments to ensure reporting accuracy.- Performed several ad-hoc analysis, i.e 3PL Analysis, Last Mile Cost Analysis, Shipper Rates Analysis. - Performed and presented monthly deep dive for profit and loss report analysis.- Assisted FPA team in performing budget plans and building financial models for forecasting.- Cross functional collaboration & coordination with several departments to ensure reporting accuracy.- Performed several ad-hoc analysis, i.e 3PL Analysis, Last Mile Cost Analysis, Shipper Rates Analysis.

  • HappyFresh
    • Indonesia
    • Technology, Information and Internet
    • 300 - 400 Employee
    • Finance Business Intelligence Analyst
      • Aug 2020 - Jan 2021

      - Managed and prepared Group monthly financial reporting pack for Senior Management and Board.- Updated and maintained financial models such as CLV model to project long term growth.- Built database reports and present data analysis using Tableau and SQL.- Supported the preparation of forecasts, operating plans and budgets - Managed and prepared Group monthly financial reporting pack for Senior Management and Board.- Updated and maintained financial models such as CLV model to project long term growth.- Built database reports and present data analysis using Tableau and SQL.- Supported the preparation of forecasts, operating plans and budgets

  • MSIG Asia
    • Singapore
    • Insurance
    • 100 - 200 Employee
    • Data Analyst Executive
      • Jul 2019 - Aug 2020

      - Created custom reports for Business Unit team on YoY growth rates and profitability using Excel and Tableau.- Initiated Agent's Net profitability project, to understand agent's business mix and participation.- Performed customer analysis project to help understand customer patterns, demographics and needs.- Analyzed past campaign results to identify opportunities of campaigns and how this impact sales. - Created custom reports for Business Unit team on YoY growth rates and profitability using Excel and Tableau.- Initiated Agent's Net profitability project, to understand agent's business mix and participation.- Performed customer analysis project to help understand customer patterns, demographics and needs.- Analyzed past campaign results to identify opportunities of campaigns and how this impact sales.

  • St. Cloud State University
    • United States
    • Higher Education
    • 700 & Above Employee
    • Statistical Consulting and Data Analytics
      • Aug 2018 - May 2019

      Stearns County Research Project Worked with data from Stearns County (US) to study the differences between Driving with Influence (DWI) and Domestic offenders in Minnesota from 2013 – 2017 in terms of re- incarcerations, demographics, time taken to re- incarcerate and case closed reasons.

    • Student Advisor
      • May 2018 - May 2019

      I worked collaboratively with St. Cloud State faculty and professional advisors by leading groupteam-building exercises and giving small presentations. I also facilitate with professional advisors to advise and aid students about course registration, general education / major requirements, and student life information.

Education

  • University College Dublin
    Doctor of Philosophy - PhD, Machine Learning
    2022 -
  • St. Cloud State University
    Bachelor of Science - BS, Statistics
    2017 - 2019
  • HELP University
    Bachelor's degree, Statistics
    2015 - 2016

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