AI Platform & Knowledge Systems Lead_MA

  1. AI Platform & LLMOps Ownership

• Define and implement AI deployment and monitoring standards.
• Build and manage CI/CD pipelines for AI systems.
• Monitor model performance, drift, hallucination, and system reliability.
• Define rollback and human-in-the-loop strategies.

   2. Knowledge Base & RAG Architecture

• Design and manage scalable knowledge base architecture.
• Implement and optimize Retrieval-Augmented Generation (RAG) systems.
• Define document ingestion pipelines.
• Manage embedding strategies and retrieval logic.
• Continuously improve relevance and response quality.

   3. AI Quality Engineering & Testing

• Define AI testing frameworks (functional + non-functional).
• Implement: Prompt evaluation, Output validation, Regression testing for agen...