My research work focuses on climate-adaptive building facades with material-embedded properties. While exploring material responsiveness, I am also investigating building performance evaluations with respect to daylight, energy, and ventilation, using Multi-objective Optimization (MOO) strategies. Currently, I am involved in developing methods of performance prediction using Artificial Neural Network (ANN) and conditional Generative Adversarial Network (cGAN) for rapid analysis, to help streamline design workflows.