DossierKit Demo Expert

Enterprise Agent Platform Architect

demo@example.com China / Remote / Open to relocation 10 years

Summary

10 years of engineering and AI delivery experience with Alibaba and SenseTime context, focused on enterprise Agent platform architecture: bringing LLM capabilities into core business workflows through evaluable, auditable, scalable, operable production systems.

  • Focused on enterprise Agent platform architecture across runtime, tool systems, permission audit, replay evaluation, and enterprise integration.
  • Model data feedback, LLMOps, and enterprise integration are supporting proof for one platform-owner positioning.
  • Project evidence should add real platform scale, workflows, quality gates, reliability metrics, and ROI outcomes.

Experience

Agent Platform Lead Enterprise AI Platform Team

Led enterprise Agent runtime, tool permissions, evaluation, and data loops, moving multiple workflows from POC to production.

  • Designed task orchestration, tool registry, permission audit, replay evaluation, and staged rollout mechanisms.
  • Built a badcase review, preference data, and Agent quality feedback loop.
  • Made success rate, human handoff rate, and tool misuse rate part of launch gates.
Technical Architect Large-scale SaaS Product Group

Owned multi-tenant SaaS, workflow platform, and data integration architecture for operations and customer success teams.

  • Converted repetitive operations into configurable workflows, reducing duplicate engineering effort.
  • Built observability, audit, and SLA dashboards to improve cross-team incident response.

Skills

Agent Runtime Architecture

Agent Runtime / Workflow Orchestration / Tool-use / Function Calling / MCP / Skills / Human-in-the-loop

Permission, Security, and Audit

Permission Model / Tool Registry / Audit Trail / Guardrails / Data Governance

Evaluation and Release Gates

Replay Harness / Golden Set / Regression Gates / Trace Observability / Release Governance

Enterprise Integration and Platform Delivery

ERP / CRM / BI / OA / RAG / Context Engineering / LLMOps / Data Flywheel / Platform Adoption

Education

Demo University B.S. in Computer Science