DIY With AI: The Home Depot's Huiming Qu

Cross-functional Teams

Cross-functional teams are pivotal in implementing complex AI projects at The Home Depot, as explained by Huiming Qu. She emphasizes the importance of integrating data science, user experience, and engineering to enhance customer journeys. This collaborative approach allows for rapid testing and iteration, breaking down larger goals into achievable tasks.

It takes the cross-functional team iteratively to move a lot faster, to break down that bigger problem, bigger goals to many smaller ones that we can achieve very quickly.

--- Huiming Qu

Sam Ransbotham and Shervin Khodabandeh discuss how this strategy fosters a holistic understanding of customer needs and improves search relevancy and recommendations 1 2.

   

Evolving Data Roles

The evolving roles within data science and engineering are reshaping how AI is integrated into business functions. Huiming Qu notes the shift towards interdisciplinary roles that connect data to algorithms and production systems. This evolution emphasizes the importance of feeding the right data into scalable solutions rather than focusing solely on algorithmic efficiency.

The key to success is how do you feed the data? What type of data did you feed into?

--- Huiming Qu

Sam Ransbotham highlights the need for fast feedback loops and adaptable reward structures to keep teams motivated and aligned with business goals 3 4.