MLOps Control Center
Completed
October 1, 2023 - March 15, 2024
Duration: 6 monthsA single pane of glass for tracking dataset lineage, model versions, evaluation runs, and rollout health for both LLM and traditional ML workloads.
SaaS
Next.jsGraphQLHasuradbtBigQuerySentry
Key Features
Model registry with semantic diffing
Evaluation matrix comparing BLEU, Rouge, and custom metrics
Rollout gates with canary + shadow traffic
Slack + PagerDuty alerting
Case Study
This platform plugs into popular training pipelines and surfaces context on every deployment. Teams can gate releases on quality thresholds and understand how updates affect downstream services.
Project Details
Description
A single pane of glass for tracking dataset lineage, model versions, evaluation runs, and rollout health for both LLM and traditional ML workloads.
Technologies
Next.jsGraphQLHasuradbtBigQuerySentry
Live Demo
https://mlops-center.devRelated Projects
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