Design ML deployment with GitHub and Jenkins
Company: Capital One
Role: Data Scientist
Category: Machine Learning
Difficulty: medium
Interview Round: Onsite
Overview: Design an end-to-end deployment pipeline for a prediction model, taking it from a GitHub commit through Jenkins CI/CD to a monitored production service. Make every prediction reproducible for audits, protect customer data, and support rollback within 15 minutes.
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