Content
Principal Product Management, AI/ML • 1y
While both traditional (non-AI) PMs and AI PMs require strong customer understanding, product sense, execution, and stakeholder management skills, AI PMs need additional ...
268 Views
Principal Product Management, AI/ML • 1y
With product vision, we need to carefully tread the line between making it too generic/vague or too technical. Other things to consider are - it should clarify what impac...
246 Views
Principal Product Management, AI/ML • 1y
My one piece of advice would be to be outcome-driven. A lot of them don’t make it to deployment or don’t deliver as expected. To ensure that efforts turn into outcomes, b...
238 Views
Principal Product Management, AI/ML • 1y
Yes, we incorporate user feedback to improve the model and reduce drift over time. There are several ways to gather feedback:1. Direct user feedback through thumbs-up and...
217 Views
Principal Product Management, AI/ML • 1y
Based on my experience, some common mistakes AI PMs make include focusing too much on technology instead of user needs and business impact, ignoring data quality and feas...
211 Views
Principal Product Management, AI/ML • 1y
I would think about Gen AI integration into any application based on its use case. There are two major purposes that Gen AI serves - Content generation and natural langua...
199 Views
Principal Product Management, AI/ML • 1y
I would divide the hard skills into 4 categories -AI foundational knowledge at conceptual level including understanding of AI/ML model lifecycle, different algorithms lik...
191 Views
Principal Product Management, AI/ML • 1y
Exact metrics would vary by product and application, but I would think about metrics in three categories-Model performance metrics like accuracy, precision, recall, AUC-R...
189 Views
Principal Product Management, AI/ML • 1y
There are already Product managers focused towards data science teams in many companies and I am one of them. Generally, I see three different types of Product Management...
173 Views
Principal Product Management, AI/ML • 1y
Well, the good news is as the first PM in the team, you can introduce some new ways of doing things. The bad news is that its a journey and it'll take some time to change...
171 Views
Credentials & Highlights
Principal Product Management, AI/ML
Knows About AI Product Management, User Interviews, Technical Product Management, Stakeholder Man...more