End-to-End ML & AI Platform Enablement


Client & Timeline Personal Initiative — 2025

Overview A personal initiative building an end-to-end platform to take ML and GenAI workloads from experimentation to production.

Key Contributions

  • Established CI/CD for ML and LLM workflows
  • Standardized model deployment and monitoring
  • Extended support to RAG and embedding pipelines

Impact Demonstrated proactive, data-driven platform operations grounded in MLOps and LLMOps best practice.

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