Nitish Prasad

All work

Follow the question.

Start with commercial ownership, explore the consumer products, or go deeper into the engineering decisions. Read about the customer problems, product decisions, and results.

Amazon experience

Commercial ownership

Seller fees & incentivesCommercial programs and measured seller outcomes.AmplifyFrom account-manager reporting to a usable workflow.Amazon Pay CXPayment experience and $4.8M annualized FCF impact.Jira → WorkfrontA migration spanning 29 teams and 6,000+ users.

Product craft

Independent products

SproutRouteMulti-city itineraries, daily route maps, rule-based packing, and safety guidance.Sprout MathNative iOS practice designed around a child’s next step.

Independent case studies

Technical depth

AI platform strategyA proposed operating model and its adoption tradeoffs.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.