Goktug Cinar

Senior Data Mining Engineer, Bosch

Goktug Cinar is a Senior Data Mining Engineer at Bosch Center for Artificial Intelligence in Sunnyvale, California. He completed his PhD in Electrical and Computer Engineering at the Computational NeuroEngineering Laboratory at the University of Florida in 2015. At BCAI, Dr. Cinar leads the development of a financial forecasting tool for Bosch Business Units. Goktug’s main research interests involve machine learning and information theoretic learning, and their application in musical signals.

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Leveraging Apache Spark to Develop AI-Enabled Products and Services at BoschSummit 2020

The Bosch Center for Artificial Intelligence provides AI services to Bosch’s business units and manufacturing plants. We strive to generate value for our customers by deploying machine learning in their products, services, and processes across different domains such Manufacturing, Engineering, Supply Chain Management, as well as Intelligent Services. In our presentation we will discuss how we utilize Spark:

  • To prepare and analyze manufacturing data from hundreds of assembly lines
  • To forecast thousands of monthly financial time series.

We will also share some of the learning points we have gathered as we have scaled up our use cases and explain the important role Spark has played in our internal operations and data collection, storage, and processing strategy.