Anupama Kasani

Senior Director - Platform & Program Management - Gen Ai, Data Analytics, Global Platforms @Equifax

I lead the platform and product roadmap for the EFX Agentic Platform - a global, enterprise-grade ecosystem engineered to command the entire multi-agent lifecycle. We’ve built a seamless end-to-end pipeline, spanning everything from initial development to production deployment and instant accessibility via our Agentic UI Marketplace.Key Accomplishments in Platform Development:Lifecycle & DevelopmentLifecycle Management: End-to-end project management from creation to retirement. Features AI-assisted upgrades that automatically refactor code and migrate configurations between platform versions.Agent Composition: Templates for Conversational, RAG, Database, and MCP-enabled agents. Supports Google ADK and LangGraph frameworks with supervisor-based orchestration.Playground UI: Angular web interface for real-time testing, workflow visualization, and pricing management.Data & RetrievalData Integration: Unified assets from GCS, Confluence, GitHub, and BigQuery. Native support for PDF, DOCX, Excel, and HTML.Retrieval Systems: Backends including FAISS (in-memory), PGVector (persistent), Full-Text, and Hybrid search with reranking.Intelligent Preprocessing: AI-powered GitHub documentation generation and automated \"Markdownizer\" for ingestion.Intelligence & QATools & MCP: Runtime Python tool registration and full Model Context Protocol support (stdio, SSE, HTTP) for external system interaction.Memory Management: Strategies like Sliding Window, LLM-powered Compaction (summarization), and LangGraph session persistence.Evaluation: 23 metrics (RAGAS/DeepEval) covering Accuracy, Safety, and Groundedness. Supports automated dataset generation and LLM-as-Judge.Deployment & OperationsProduction: Direct deployment to Cloud Run and AgentOps publishing. Includes native Agent-to-Agent (A2A) protocols for task delegation.Observability (Dobsy): OpenTelemetry-based tracing for LLM and tool calls. Tracks token usage, costs, and Kubernetes resource attributes.