Overview
Work History
Education
Skills
Academic Project : Effect of Outliers in Simple Linear Regression
Affiliations
Achievements And Awards
Timeline
Generic
Yeu Shiuan Ku

Yeu Shiuan Ku

Johor

Overview

5
5
years of professional experience

Work History

Operations Executive

Public Mutual Berhad
07.2024 - 03.2025
  • Perform all day-to-day tasks relating to branch counter service and follow up on outstanding cases.
  • Assist in the overall maintenance and upkeep of the branch premises.
  • Ensure smooth day-to-day operations by coordinating with other staff within the Branch and with other Departments and Branches.
  • Attend to Unitholders' and UTC's inquiries promptly and professionally.

Regulatory Compliance Intern

Genting Malaysia Berhad
02.2023 - 03.2023
  • Conduct data entry and organization for the risk assessment review worksheet.
  • Assist in updating and verifying business statuses on individuals listed in the United Nations Security Council Consolidated List.
  • Assist in executing random and high-risk country customer risk checks across various levels using SAS and DRS systems.
  • Assist in conducting Customer Due Diligence, and Enhanced Customer Due Diligence checks.
  • Assist in updating and maintaining occupation mapping based on newly received documents.
  • Analyze data using SAS Enterprise Guide.

Part Time Teacher

Clever Sri Emas Muar
12.2019 - 03.2020
  • Lead an educational camp.
  • Structure comprehensive course content across various subjects.
  • Create engaging, purposeful quiz content.

Education

Bachelor of Science - Mathematics and Applied Mathematics (Honours)

Xiamen University Malaysia
Selangor, Malaysia
03.2023

Skills

  • Languages: Mandarin, English, Malay
  • Technical: Microsoft Office (Word, Excel, Power Point), R Studio, Matlab, Python

Academic Project : Effect of Outliers in Simple Linear Regression

Tools: R Studio, Excel

  • Generate a dataset with a simple linear relationship between the independent and dependent variables
  • Perform a simple linear regression on the original dataset
  • Introduce outliers by randomly manipulating a certain percentage of data points
  • Use statistical methods like the Mean, Median and IQR to identify outliers
  • Repeat the linear regression analysis on the dataset with outliers
  • Visualize the regression line along with the data points, and highlight the outliers in the scatterplot using ggplot
  • Use a For Loop to compare the intercept, regression coefficients, MSE, Bias and Variance between the original and outlier-affected datasets multiple times
  • Repeat the process with different types and percentages of outliers to understand the sensitivity of the model to various outlier scenarios
  • Visualize the results using Excel

Affiliations

President, 06/2017 - 06/2019

Japanese Culture Society

  • Lead and coordinate at least six cultural camps, fostering cultural exchange and understanding among members
  • Collaborate with fellow supervisors to shape the society's content, ensuring alignment with members' interests and preferences
  • Representing society in various forums, advocating for cultural exchange, and establishing partnerships with other cultural societies

Achievements And Awards

Chen Jingrun’s Cup Mathematics Competition, 2019

CREDIT Award

Timeline

Operations Executive

Public Mutual Berhad
07.2024 - 03.2025

Regulatory Compliance Intern

Genting Malaysia Berhad
02.2023 - 03.2023

Part Time Teacher

Clever Sri Emas Muar
12.2019 - 03.2020

Bachelor of Science - Mathematics and Applied Mathematics (Honours)

Xiamen University Malaysia
Yeu Shiuan Ku