Summary
Overview
Work History
Education
Skills
Certification
Languages
Timeline
Hi, I’m

Donna Bui

Summer Hill,NSW
Donna Bui

Summary

An accomplished statistician with expertise in statistical modeling, machine learning, and regression analysis, demonstrating proficiency in Python, R, SQL, and Tableau. Committed to delivering data-driven insights to drive innovation and contribute to organizational growth, with a remarkable ability to communicate complex ideas to non-technical stakeholders. Hardworking and passionate job seeker, equipped with a strong background in statistics and mathematics, is eager to secure an entry-level Data Science position and contribute to the team's success in achieving company goals.

Overview

6
years of professional experience
1
Certification

Work History

Velvix, Macquarie University, MATHEMATICIAN

STATISTICIAN
03.2022 - 09.2023

Job overview

  • Performed data collection, cleaning, preparation and validation to support high-quality data and catch errors before processing.
  • Conducted statistical analysis: Using linear regression statistical model to identify industrial patterns and trends.
  • Communicated with senior game designers/ mathematicians to propose new game concepts based on emerging trends.
  • Conceptualized and create game mathematical packages using Excel.
  • Verified game math through proofs and/or simulations using Visual studio code, R programming or Python programming languages.
  • Performed peer review of models formulated by other game designers/ mathematicians and evaluate credibility.

Bachelor of Commerce, MACQUARIE UNIVERSITY

BUSINESS STRATEGY INTERNSHIP
02.2020 - 06.2022

Job overview

  • Assisted supervisor in development of project plans and timelines.
  • Gathered, documented, and modeled data to assess business trends.
  • Developed compelling presentation decks to gain approval for ideas and communicate results
  • Produced detailed and relevant reports for use in marketing business product.
  • Collaborated with fellow interns to conduct market and competitor research and collectively crafted comprehensive presentation.
  • Monitored market trends and competitor activities to identify areas of potential opportunity.

DELASHCIOUS PTY LTD

ADMINISTRATIVE ASSISTANT
02.2018 - 01.2020

Job overview

  • Handled customer inquiries and suggestions courteously and professionally.
  • Built relationships with customers to encourage repeat business.
  • Answered multi-line phone system, routing calls, delivering messages to staff and greeting visitors.
  • Restocked supplies and placed purchase orders to maintain adequate stock levels.
  • Operated cash register for cash, check, and credit card transactions with excellent accuracy levels.
  • Enhanced sales by 10% boost through strategic introduction of on-demand product line into store.

Education

Macquarie University
Sydney, NSW

Master of Actuarial Practice from Actuary
07.2022

University Overview

Australian Actuaries Institute

Foundation Program exemption:

  • CS1 - Actuarial Statistics 1
  • CS2 -Risk Modeling and Survival Analysis
  • CM1 -Actuarial Mathematics 1
  • CM2 -Financial Engineering and Loss Reserving
  • CB1 -Business Finance
  • CB2 -Business Economics


Actuarial Modeling Project - Grade 85/100

  • Actuarial Modeling for an insurance company's new product. (Using R programming)
  • Examining and employing a variety of exposed-to-risk and mortality projection techniques.
  • Visualizing and analyzing historical data.
  • Applying parametric modeling to fit the model with historical data, calibrating parameters, validating hyper-parameters, testing the goodness of fit of the model using out-of-sample data.
  • Reporting the Mean Square Error to test the good fitting of the model.
  • Modeling and projecting potential estimations for data, visualizing, and analyzing projected data.
  • Discussing limits and proposing improvements for data projection.

Macquarie University
Sydney, NSW

Bachelor of Commerce from Accounting
01.2020

Skills

  • Communications
  • Attention to Details
  • Requirements Specifications
  • Data Cleaning, Validation and Preparation
  • Supervised and Unsupervised Machine Learning
  • Statistical Programming languages: Python, R
  • Database Programming and SQL
  • Advanced Excel Spreadsheet Functions
  • Tableau Dashboard Design
  • Visualization Techniques
  • Data Trends

Certification

COURSERA

Google Data Analytics Specialization

Credential ID: GUXWDVMBYQ5X


DATACAMP

Introduction to Python

Intermediate Python

Data Manipulation with pandas

Introduction to SQL

Languages

Vietnamese
Native or Bilingual
English
Full Professional

Timeline

STATISTICIAN

Velvix, Macquarie University, MATHEMATICIAN
03.2022 - 09.2023

BUSINESS STRATEGY INTERNSHIP

Bachelor of Commerce, MACQUARIE UNIVERSITY
02.2020 - 06.2022

ADMINISTRATIVE ASSISTANT

DELASHCIOUS PTY LTD
02.2018 - 01.2020

Macquarie University

Master of Actuarial Practice from Actuary

Macquarie University

Bachelor of Commerce from Accounting
Donna Bui