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Jamelle Brown, First Orion | Databricks Data + AI Summit 2023

on YouTube 13m
Talkat Databricks Data + AI Summit 2023 · 2023-06-26..06-29· [machine-learning]

speaker

name:Jamelle Brown
links:none on file

resources

video:https://youtu.be/KGZJGAJMj4g
slides:none on file

summary

First Orion processes about 100 billion calls annually, turning at least three packets per call into roughly 300 billion records, fingerprints each call, and classifies scams, telemarketing or banking calls while it must respond within 100 milliseconds. Production stack runs 100% on Databricks; experiments include Dall‑E for an internal knowledge base (Maestro) that reports ~7.5x productivity and about $900 savings per employee, plus ML for scam detection and vetting.

AI-written summary · about

chapters (5)

  1. 0:00Introduction to First Orion
  2. 0:44Analyzing Billions of Calls
  3. 3:22AI for Internal Efficiency
  4. 6:20Leveraging Databricks Tech
  5. 9:22Future of Data Privacy

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