Ongoing Project: 

• Forecasting German Real Estate Index (GREIX) based on Macroeconomics Indicators, A LSTM–Transformer–Attention with Incremental Learning Approach (Kiel Institue for the World Economy, Germany)

• The Starbucks Effect: Spatial Spillover on U.S. Commercial Real Estate (Co-author Investigator, HongKong Government 2026/27 GRF research fund candidate project)

• Causal Forest Application in Real Estate Pricing: Estimating Conditional Average Treatment Effects [with Prof. Erkan Yönder (U Concordia), Prof. Desmond Tsang (CUHK)]