Dana Aonofriesei
Dana Aonofriesei — Director of Engineering at Trustpilot. Talks and sessions delivered at UXDX.
Past talks
2 talks · 1 event
Setting up for success with ML
Everything is labelled as AI these days. We want to get past the marketing and dig into the details of when teams should investigate AI solutions, the pitfalls that they need to look out for and the best practices for ensuring successful outcomes. Moderated by Adam Bermingham, this panel will discuss when and where to best leverage machine learning for maximum product team productivity.
Why So Many ML Models Don't Make It To Production?
Even though the future is about data, machine learning and artificial intelligence, between 80-90% of the ML models are not deployed (based on different researchers). In this talk, I'll share the different challenges that we experienced within this space, what solutions we have implemented and any future improvements we have planned in this space.