Nitish Prasad

Labs

Nitish Prasad — technical labs

Nitish Prasad’s technical labs are independent case studies and browser demos for model routing, grounded answers, evaluation, and agent tooling. Most run locally or on sample data.

Independent case studies

Technical depth

AI Eval Control TowerEvaluation evidence and release decisions.LLM GatewayRouting, privacy controls, fallback, and cost.GraphRAG Ontology WorkbenchTurning source documents into queryable knowledge graphs.Agent observabilityTracing, failure diagnosis, and orchestration evidence.Red-team harnessAdversarial testing and an explicit release gate.Multi-agent orchestration & MCPTool boundaries, partial results, and recovery.RAG with guardrailsGrounded retrieval and abstention.AI safety auditRisk review and launch governance.

Browser labs

Try the work

Model routingTry model routing, privacy checks, and fallback with sample requests.Grounded answersAsk questions of a sample corpus and inspect the cited passages.GraphRAG workbenchExplore sample knowledge graphs and their query paths.