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Ray Summit

Detection of Sensitive Personal Data in Large Data Sets Using Ray with Deep Learning

Tuesday, June 22, 8:00PM UTC

Srinivasa Rao Aravilli, Director of Engineering & Data Platforms, AI/ML & Privacy Engineering, Visa

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In this talk, Srinivasa will discuss:

  • Traditional approaches to detect the sensitive data for data protection and data loss prevention and the drawbacks of the traditional approaches

  • Novel ways of using ML , DL, and NLP along with Spark/Ray to detect the sensitive data in peta bytes scale

  • Novel approaches/algorithm to address the scaling challenges in detection of sensitive data

  • Benchmark numbers and accuracy results with the novel approach

Speakers

Srinivasa Rao Aravilli

Srinivasa Rao Aravilli

Director of Engineering & Data Platforms, AI/ML & Privacy Engineering, Visa

Srinivasa Rao Aravilli is a technology and people leader with 24 years of experience in innovation of new products/solutions, from inception to customer success and driven technology transformations and strategies (data and ML/AI platforms, data protection, security and privacy engineering ) at Visa.