CV

Education

Master of Business Analytics 2024 – 2025
Monash University – Melbourne, Australia
Bachelor of Business and Commerce 2020 – 2023
Major: Business Analytics
Monash University – Kuala Lumpur, Malaysia

Skills

Software
RStudio, Git, Tableau, Power BI, Oracle Data Modeler, MongoDB, SAS EM, MySQL
Languages
R, HTML, css, SQL, NoSQL, Python
Cloud
AWS

Projects

Australian Labor Force Dashboard Using Rshiny
  • Produced a data visualization project to outline key migration statistics impacting Australia’s labour force, wholly implemented the dashboard using Rshiny.
  • Extensive data cleaning and wrangling performed through tidyverse and relevant packages. Utilized leaflet and geosphere package for geographical mapping and coordinate handling.
Database Architecture Implementation With SQL and NoSQL
  • Designed and implemented a comprehensive database, created a relational database structure with interconnected tables, incorporating constraints, and optimized schema design to ensure data integrity.
  • Executed advanced SQL queries to perform joins, aggregations, and filtering, to extract meaningful insights and showcase the database’s utility in real-world scenarios.
  • Integrated NoSQL and JSON for versatility to demonstrated proficiency in hybrid database systems for specific data operations, illustrating adaptability to diverse data storage and querying requirements.
Forecasting and Machine Learning
  • Performing forecasting, time series regression, decomposition, and machine learning techniques to determine post-Covid profitability of air travel in the United States.
  • Various simple forecasting methods, ETS models, and ARIMA models were utilized to suit both stationary and non-stationary data segments.
  • Forecasting and machine learning was performed using R-Studio, whilst data visualization and further analysis was performed using Tableau.

Experience

Business Analyst Intern
SEEK – Cremorne, 3121, VIC, Australia July 2025 – Present
  • Work extensively with both internal data and external datasets sourced from ABS, Census, LFS, and JSA Australia, ensuring reliable integration of diverse information streams.
  • Clean, structure, and analyze raw data, with emphasis on forecasting and ratio analysis to uncover patterns, trends, and gaps in coverage.
  • Design and implement automated reporting systems to provide timely, consistent insights for internal stakeholders and support long-term decision-making.
  • Generate external-facing reports that adhere to ANZSCO reporting standards, incorporating visual tools such as geographical mapping to validate internal data coverage against external benchmarks and identify untapped areas.
Online Personal Shopper
Woolworths Supermarket – Hawthorn East, 3123, VIC, Australia November 2024 – Present
  • Systematically prepare and fulfill online orders to ensure an excellent customer shopping experience.
  • Assist with in-store customer service, addressing inquiries and providing support.
  • Contribute to restocking and stocktaking to maintain efficient inventory management.
Peer Mentor
Monash University, Faculty of Business – Clayton, 3168, VIC, Australia February 2025 – June 2025
  • Guide first-year students through their transition to university by offering advice, support, and insights from personal experience.
  • Organize and lead group sessions on study techniques, campus resources, and social events to enhance student engagement.
  • Foster an inclusive and supportive environment, helping new students build connections and navigate university life with confidence.
Team Member
Glenny Kebabs – Glen Waverley, 3150, VIC, Australia August 2024 – February 2025
  • Assisted with kitchen operations, including packaging and delivering orders efficiently to meet customer demands.
  • Provided exceptional customer service by taking orders, addressing complaints, and ensuring a positive dining experience.
  • Managed inventory levels and reported to the supervisor for replenishment, ensuring smooth kitchen operations.
Front End Assistant
Costco Wholesale – Moorabbin, 3194, VIC, Australia November 2024 – January 2025
  • Operate checkouts and verify customer memberships to ensure smooth transactions.
  • Assist customers with inquiries and provide guidance around the store.
  • Collect and organize trolleys to maintain a safe and efficient shopping environment.
Operations Lead
Monash University Student Association – Kuala Lumpur, Malaysia November 2020 – June 2021
  • Take leadership in logistics handling of upcoming events whilst working closely with the Treasurer and President of the faculty to discuss budgets and other necessary details.
  • Conducting analysis between participation rates and event outcomes to utilize budgets and tactics efficiently to maximize output.
  • Initiating event plans, executing, and leadership to ensure high-participation rates between host and attendee.