Design and build end-to-end AI systems for smart buildings: develop data pipelines and parsers, build and tune deep learning NLP and multimodal models (text+vision), implement LLM/agent-driven workflows, write production-grade Python for training and inference, deploy and monitor cloud-native microservices, and take ownership from POC to production.