AY2025/26 Project Showcase
You can find the past projects from the AY2025/26 batch below. In this run, students were asked to focus on developing a robust methodology to tackle their respective problems, with a focus on identifying and validating assumptions as well as conducting independent evaluations of their methodology. As an optional extra, some teams also developed a LLM application to help business users to interact with their findings in a more approachable manner.
Problem 1: HDB resale prices near "good" primary schools
Problem statement: You are a team of data scientists in the Ministry of National Development, focusing on monitoring and forecasting housing prices, specifically for HDB resale flats. Due to the focus on purchasing houses in proximity to "good" primary schools, you have been tasked to estimate the effect of being located near a "good" primary school on HDB resale prices.
Group 2
Celine Tan Yen Xiu · Keagan Lai Yong An · Tay Le Rui · Yong Chang Jun Marcus
Group 4
Liew Ting Yu · Su Xiangling, Brenda · Woo Ern Xi, Elsie · Yeo Jing En Kelly · Yeo Jing Wen, Cheryl
Group 5
Ashley Wong Ping Rui · Chak Zijing · Jeremy Toh En Jie · Koh Yang Yi · Royston How Le Xiang
Group 6
Alan James Bean · Isaac Wong Yu Han · Ng Raisie · Phua Yong Jun · Tan Jia Yi
Problem 2: University courses and job readiness
Problem statement: You are a team of data scientists in the Ministry of Education, focusing on higher education (universities). Given the recent shifts in the global economy and technological developments, you have been tasked to use a data-driven approach to assess how well university courses are preparing students today for real-world jobs.
Group 1
Alvis Low Yue Han · Lam Jian Yi, Eugene · Lee Tze Ning · Ryan Toh Jun Hui · Yap Yi Pin
Group 2
Annika Law Jie Yu · Chong Wai Shan · Heather Lee Yingxuan · Khalisah Binte Shari · Teresa Liau Si Wen
Group 3
Lum Jie Qi, Steffi · Palanivelu Jayasuriya · Tan Kai Hong Matthias · Yeo Fu Kai Marcus
Group 4
Arthur Chong Sze Jie · Hiew Shani · Robbie Chia Yuan Ee · Teo Cavan
Group 5
Chen Tz Ying · Daniel Christopher Chan · Mili Vinod · Mohamed Amali Bin M Akbar
Group 6
Ain Nabihah Bte Mohamad Nizamulmuluk · Lean Ze She Andre · Lee Weng Heng, Jon · Tang Jiaxin · Yu Zifan