2018, Experimentation, ROI and Uncertainty

Machine Learning Product Management: Lessons Learned

Domino Data Lab

MAY 15, 2019

I was fortunate to see an early iteration of Pete Skomoroch ’s ML product management presentation in November 2018. Pete Skomoroch, San Francisco, November 2018. Pete indicates, in both his November 2018 and Strata London talks, that ML requires a more experimental approach than traditional software engineering.

Machine Learning

Machine Learning Management Experimentation Uncertainty

Havmor’s VP IT Dhaval Mankad on ‘melting’ hurdles with a scoop of digital innovation

CIO Business Intelligence

JULY 17, 2023

To add perspective, since I joined Havmor, the company has grown significantly, but not the workforce, having reduced by 30% compare to our numbers in 2018, thanks to digital innovation and transformation. Ultimately, all our projects are driven with business and not the IT agenda, and hence need to be backed up with robust ROI calculations.

IT Digital Transformation IoT Internet of Things

Data Leaders Brief

Machine Learning Product Management: Lessons Learned

Havmor’s VP IT Dhaval Mankad on ‘melting’ hurdles with a scoop of digital innovation

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