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Fraud detection workflow example#676

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jayavenkatesh19 wants to merge 13 commits intorapidsai:mainfrom
jayavenkatesh19:fraud-detection-mlops-example
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Fraud detection workflow example#676
jayavenkatesh19 wants to merge 13 commits intorapidsai:mainfrom
jayavenkatesh19:fraud-detection-mlops-example

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@jayavenkatesh19 jayavenkatesh19 commented Apr 15, 2026

Towards #667

Adds a new workflow example demonstrating how to wrap the NVIDIA Financial Fraud Detection AI
Blueprint
in production infrastructure
using Prefect (orchestration), MLflow (experiment tracking + model registry), and Triton (champion/challenger
serving with native versioning).

The notebook walks through the architecture, each pipeline stage, running and monitoring the pipeline, and
scaling to multiple machines.

@jayavenkatesh19 jayavenkatesh19 self-assigned this Apr 15, 2026
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@jayavenkatesh19 jayavenkatesh19 marked this pull request as ready for review April 17, 2026 18:00
@jayavenkatesh19 jayavenkatesh19 requested a review from a team as a code owner April 17, 2026 18:00
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