Agentic AI

AI Architect with 10+ years of Exp across AI/ML based agentic AI solutions and 4+ years architecting enterprise-scale Generative AI platforms in regulated environments. Strong in designing secure, scalable AI solutions and operating models across multi-cloud and hybrid estates-selecting services based on client constraints, risk posture and total cost. Proven in MLOps frameworks, delivery governance from strategy to production, compliance and enterprise standards. Generative AI & LLM Architecture: RAG systems, embeddings, prompt orchestration, tool/function calling, evaluation, safety/guardrails Cloud Architecture (multi-cloud): GCP (Vertex AI, BigQuery, GKE), Azure (Azure OpenAI, Azure ML, AKS), AWS (SageMaker, Lambda, API Gateway) AI DevOps/MLOps: CI/CD, Terraform/IaC, model & prompt versioning, LLM evaluation (LLM-as-Judge, RAGAS), monitoring/observability (Langfuse), cost optimisation Delivery Governance: programme planning, roadmap ownership, risk & dependency management, stakeholder alignment, executive reporting Data & Analytics: Data lakes/warehouses, ETL/ELT, PySpark, SQL, BI integration, data quality and lineage