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Alexis Roos

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titleconferencedate
Building a Contacts Graph from activity dataScale By The Bay 20182018-11-15
Salesforce teams build a contact graph from email and calendar metadata ingested via Kafka and stored in S3, update the raw per-org graph roughly weekly…
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InterviewScale By The Bay 20182018-11-15
Salesforce teams deploy Email Insights to spot real‑time signals (pricing talks, competitor mentions, even weather) from hundreds of TB and billions of…
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Building a Graph of all US businesses using Spark technologiesData By the Bay 20162016-05-16
Builds a production business index using Spark GraphX with Scala and MLlib models and claims it resolves noisy, duplicate records into real companies by…
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DBTB INT Alexis Roos rData By the Bay 20162016-05-16
Argues that real-world tabular data often reveals much more when recast as a network, and demonstrates modeling and querying those relationships at scale using…
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