Mentorship plays a critical role in helping ML engineers transition into AI product management by bridging the gap between deep technical expertise and broader business strategy. Experienced mentors can provide guidance on prioritizing user needs, defining product roadmaps, and balancing technical feasibility with market demands, which are often new challenges for engineers stepping into product roles.

Mentorship plays a critical role in helping ML engineers transition into AI product management by bridging the gap between deep technical expertise and broader business strategy. Experienced mentors can provide guidance on prioritizing user needs, defining product roadmaps, and balancing technical feasibility with market demands, which are often new challenges for engineers stepping into product roles.

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