Yucheng Low
Yucheng Low is the co-founder & CEO of XetHub. He is no stranger to the PyData community, having last presented at PyData 2015 Denver. He was the co-founder and Chief Architect at GraphLab, where he built the SFrame - the 1st out-of-core dataframe for Python, scaling to trillion cell dataframes on a laptop. GraphLab, which was renamed to Dato and Turi, was acquired by Apple in 2016. At Apple, after open-sourcing Turi Create, Yucheng worked on many parts of the ML platform stack ranging from storage to inference. In 2021 he left Apple and together with a couple colleagues, started XetHub: a data / model management service combining the best parts of S3 & Git. He has a PhD in Machine Learning from CMU where he worked on distributed ML.
Sessions
As we continue to witness the exponential growth of data generation, especially with the proliferation of IoT devices, widespread deploy of LLMs, and synthetic data, it is essential to understand the dynamic nature of data and its lifecycle. This panel will delve into the living nature of data, exploring its various stages, from creation to effective processing, augmentation, and beyond: we will discuss tools, experiences and trends to look out for in 2023.