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Stepan Pushkarev

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titleconferencedate
Business transformation through data and MLAmazon re:MARS 20222022-06-21
PepsiCo ecommerce uses AWS and Provectus to build a cloud data platform (S3 Parquet, EKS/Kubernetes, Terraform, Airflow, DBT, Lambdas, SNS, Apache Superset)…
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Monitoring AI with AIScale By The Bay 20182018-11-15
Model deployments include an immutable package that bundles training data statistics (min/max, quantiles, autoencoder snapshots) and run-time checks like…
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Multi Runtime Serving PipelinesScale By the Bay 20172017-11-16
An open source runtime treats models as serverless functions with an Envoy sidecar handling API, discovery and routing; pipelines chain heterogeneous runtimes…
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Stepan Pushkarev InterviewScale By the Bay 20172017-11-16
Hydrosphere.io focuses on shipping ML pipelines into production and reports concrete engineering choices: using a functional paradigm so models are delivered…
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