TEQnation 2024: From R&D to machine learning products – Jelmer Borst
In the keynote “From R&D to ML Products,” we explore Picnic’s journey in scaling machine learning within our organization, from initial research and development to deploying full-scale ML products. This talk delves into the challenges faced, the tech stack that enabled our growth, and key learnings acquired along the way. Emphasizing the transition from experimental projects to impactful applications, we discuss the importance of aligning ML initiatives with business goals, fostering innovation, and the crucial role of cross-functional collaboration. Through our experiences, we offer insights and strategies for organizations looking to navigate the complex yet rewarding path of integrating ML technologies into their operations effectively.
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