Sophia is recognized for producing high-quality research, particularly in the area of computer vision. Her work is considered innovative and impactful, especially given its application to real-world industrial challenges. However, some reviewers noted challenges in cross-functional collaboration. Specifically, there are perceptions of territoriality and a reluctance to incorporate feedback from outside her immediate domain. Some found it necessary to have a well-defined agenda to effectively engage with her. Others noted that she approaches complex problems with enthusiasm, making her a valuable team member.