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pipeline-automation

Here are 30 public repositories matching this topic...

Fully automated MLOps pipeline with continuous training, drift detection, model versioning, and self-healing deployments using canary releases and real-time monitoring.

  • Updated Jun 11, 2026
  • Python

Advanced Jenkins CI/CD with multibranch pipeline and manual deployment. Automates Node.js React app deployment with environment-specific configurations (main/dev), Docker Hub integration, and downstream job triggering. Features intelligent container cleanup, RBAC, and conditional branch logic. Two separate ports and logos per environment.

  • Updated Dec 22, 2025
  • JavaScript

An industrial-grade, automated scRNA-seq analysis pipeline optimized for massive COVID-19 clinical cohorts. Features a pioneering "200MB Header Sampling" strategy for rapid auditing and OOP-based architecture for seamless cross-platform scalability.

  • Updated May 8, 2026
  • Jupyter Notebook

A prototype pipeline for generating structured job insights and clustering career trajectories, designed to support agentic AI-based **Proactive Job Goal Creation**.

  • Updated Jul 19, 2025
  • Jupyter Notebook

Autonomous multi-agent negotiation mesh for data pipeline governance. Computational peers negotiate schema changes, enforce CDP/GDPR compliance via a shared Constraint Ledger, and produce auditable decision ledgers — without human intervention.

  • Updated Jun 6, 2026
  • Python

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