Prasanth Lade

Sr. Data Mining Engineer, Bosch

Prasanth Lade is a Sr. Data Mining Engineer at the Bosch Center for Artificial Intelligence in Sunnyvale, California. He holds a PhD in Computer Science, specializing in machine learning, from Arizona State University, where he focused his research on applying machine learning in technologies aimed towards individuals with visual impairment. At BCAI, Prasanth works on leveraging Big Data from manufacturing plants and applying AI at scale across Bosch’s products and services. His areas of interest include manufacturing analytics, natural language processing, and time series analysis.

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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.