Two stories · one engineering profile

Choose the resume that matches the work.

Both versions are one page, ATS-friendly, and grounded in the same experience. The emphasis changes so a recruiter sees the most relevant evidence first.

SYSTEMS DEPTH

AI / LLM Systems

For AI infrastructure, model systems, agent platform, evaluation, and LLM systems engineering roles.

  • AgentFlow, Agent Bridge, and Kaggle Team
  • Orchestration, context and memory, guardrails, recovery
  • TypeScript, Python, Rust, AWS, MCP
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END-TO-END DELIVERY

FDE / Applied AI

For Forward Deployed Engineer, Applied AI, AI product, and customer-facing full-stack roles.

  • Agent Hook, In-Context Search, and AgentFlow
  • Workflow discovery, integration, deployment, evaluation
  • TypeScript, Python, React, Next.js, cloud delivery
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The IEEE CCET 2026 paper is listed as accepted and forthcoming; no non-public manuscript is linked.