The Accounting Analytics Capstone course is a compulsory capstone course for undergraduate students pursuing a 2nd Major in Accounting Data & Analytics. We showcase their completed projects below.
Creating a Data-Driven Pricing Strategy for Lloyd's Inn
Lloyd’s Inn is a 34 room boutique hotel located in the heart of Singapore. The team has been tasked to 1. Develop a forecasting revenue management model to create a data driven pricing strategy and 2. Conduct an analysis to gain insights to re-direct guests towards direct booking and away from Online Travel Agencies.
Fake News Detection & Financial Dashboarding
To produce a text analytics algorithm for EBOS Reputation to determine the truthfulness of the articles found online, and to create an informative financial dashboard for EBOS' clients.
Hong Leong Finance Seeks an Insight into Future Interest Rate
Having an insight into future interest rate can help HLF’s management be prepared for interest movement and undertake contingent activities to mitigate the undesirable effect. The group aims to predict SIBOR rates and to identify macroeconomic
factors related to domestic interest rates.
Hong Leong Finance - Credit Evaluation
Hong Leong Finance, the largest financial company in Singapore, seeks to implement data
analytics to identify the top seven variables to predict if a loan would default.
ASPT Aruki - To Understand its Financial Health Position
Through the use of a CFO dashboard, the company is able to better understand its financial health position and can strive to achieve a favorable cash flow position for its current and future cash flows.
ASPT(Singapore) Pte Limited Sales Quantity Prediction
Aruki (ASPT(Singapore) Pte Limited ) currently predicts their sales based on past experiences and knowledge on the industry and would like to improve their sales forecasting with a more rigorous data driven model.
Determining Cost Breakdown from Shop Floor Data: Direct Materials
Star Asia engages teams of undergraduates to help them implement data analytics on certain areas of their operations; these areas were divided based on how Star Asia accounted for their cost to manufacture per pair of shoes.
Predicting ISCA’s Customers’ Behaviour& Preferences for CPE Courses
ISCA seeks to segment its members to increase member engagement through targeted marketing, as well as to predict future CPE courses uptake to support the effectiveness and efficiency of decision-making.
Digitise, Automate and Create a Prescriptive Cash Flow Model
To digitise, automate and create a prescriptive cash flow model that helps determine whether a particular invoice should be paid on a specific date. Three models were proposed.