Agentic AI Tool Flow
Staff-level system design for AI assistants: agent architecture, tool calling patterns, authorization, RAG, and the boundary between LLM reasoning and backend authority.
Agentic Copilot on MCP
End-to-end frontend and backend system design for an enterprise Q&A and action-taking copilot that exposes existing internal APIs through MCP.
AI Marketing Assistant
Staff-level full-stack and agentic system design for an assistant that answers questions about campaigns, audiences, content, and customer journeys, then executes approved actions.
Agentic System Design
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Express Agentic Integration Platform
Secure multi-tenant architecture for exposing Adobe Express creative workflows to ChatGPT, Microsoft Copilot, enterprise agents, and partner applications.
Agent Learn Assistant
HIgh level design flow
Designing Model Evaluation for LLM Training
Staff engineer design guide for modeling LLM evaluation during training, comparing it with inference-time evaluation, and designing a graph-backed evaluation architecture.
Prompt Playground – System Design
A workspace that lets engineers and product teams iterate on prompts, test them against multiple models, version-control the results, and run automated evaluations — all from a single UI.
Design a Sandboxed Cloud IDE
Staff software engineer system design for a multi-tenant, browser-based cloud IDE/notebook with strong sandboxing, real-time output streaming, autoscaling, persistence, and FE/BE design.
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HIgh level design flow