Project Description: I am looking for an experienced Machine Learning or AI specialist to develop a climate-responsive adaptive façade control system. The goal is to create an intelligent model that automatically adjusts façade shading devices and ventilation strategies based on environmental conditions to improve thermal comfort and reduce energy consumption. Project Objectives: Develop a Machine Learning-based adaptive façade control system Predict optimal shading positions based on outdoor temperature and indoor conditions Improve thermal comfort while minimizing energy consumption Create a climate-responsive façade control framework Expected Deliverables: Machine learning model (Python / MATLAB / suitable platform) Feature importance analysis Predictive control strategy for shading and ventilation Documentation explaining methodology and results Optional: Conceptual AI façade control system diagram Preferred Skills: Machine Learning / Artificial Intelligence Python (Scikit-learn / TensorFlow / PyTorch) or MATLAB Data analysis and predictive modeling Experience with building or façade performance data is a plus Project Type: Short-term project Timeline: Flexible (2–4 weeks preferred)