This 4-year PhD project focuses on the development of a multimodal system to monitor healthcare professionals' performance during critical medical training. It integrates sensor and mixed reality technologies to provide continuous feedback, emphasizing error recovery strategies crucial for patient safety. The research combines expertise from medicine, technology, educational sciences, and data analysis to improve healthcare training.