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.
MoneyMax Auto Leasing Credit Risk Analysis
The team was tasked to analyse and find common characteristics among hirers who default on car loans and research possible non traditional credit factors that are related to creditworthiness.
Store Performance App for Performance Analysis of AI Un-manned Store Performances
The team completed the following in the project:
Dashboarding - Four dashboards were created to provide an overview and detailed understanding of store performances.
Forecasting - Applied forecasting model for each product category at each location with a forecast period of 6 months.
Product Bundling - Pareto's 80/20 rule was used to narrow down product scope. Association rules from market basket analysis identified complementary products for product bundling strategies.
Part-timer Profiling to Manage Part-timers across Different Jobs and Age Groups
The team was tasked to define optimal part-timer profiling per industry and leverage on potential recruitment sources & strategy.
To Help Clients’ Drive Safer and Minimize the Occurrence of Accidents
The team was tasked to develop a suitable driver scoring framework for EVCo in Singapore’s context; identify high-risk driving behavior for human intervention training points and to produce a driver safety dashboard.
Increasing Sales at BOB the Baker Boy through Sales Analytics Dashboard
The team was tasked to increase sales at BOB the Baker Boy through a sales analytics dashboard to increase traffic, improve conversion rate, increasing basket value and improving retention rate.
Streamlining of Internal Processes to Reduce Common Errors
The team was tasked to help BOB the Baker Boy streamline its internal process to reduce common errors made by departments that are causing customer dissatisfaction.
Optimizing Its Delivery Operations Especially During Peak Periods
Far East Flora Market commissioned the team to help the business optimize their delivery system during festivals as they did not make use of the data to properly forecast for their delivery slots.
To Automate the Sales Ordering Process and Eliminate Manual Data Entry
The team's goal is to automate the sales ordering process, which will eliminate the need for manual data entry, therefore reducing the errors and cost incurred.
Food Waste Management with FairPrice Group
The team was tasked to empower FairPrice Group to reduce its food wastage, specifically grocery items, by 50% through the implementation of a write-off monitoring dashboard and the application of predictive analytics.
