Aisha Rahman, agentic workflow engineer

Aisha Rahman

Senior Agentic Workflow Engineer

Lahore, Pakistan · Asia/Karachi (UTC+5) · 8 years of experience

Aisha focuses on bounded agent workflows with durable state, explicit permissions, and human review.

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Why this profile fits

Bounded agent behavior

Models workflows as explicit states, permissions, and stop conditions instead of relying on unconstrained autonomy.

Durable execution

Handles retries, idempotency, long-running work, exception queues, and recovery across business systems.

Human accountability

Keeps consequential actions reviewable and gives operators enough context to approve, correct, or escalate.

Relevant toolkit

PythonLangGraphMCPTemporalHuman-in-the-loop

Delivery evidence

Selected work

Claims Triage Agent

insurance operations

Designed and delivered a bounded multi-agent workflow focused on claims and exception-handling agents; cut straightforward claim handling time by 46% while routing uncertain cases to licensed reviewers. The release included explicit tool permissions, durable state, exception queues, and human approval for high-impact actions.

PythonLangGraph

Policy Exception Review Queue

insurance operations operations

Built the supporting control and measurement layer for the primary system, covering review queues, regression checks, operational visibility, and a documented handoff to the owning team.

PythonTool Calling
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Relevant experience

Career timeline

Senior Agentic Workflow Engineer

2024–Present

Devlyn client assignments · Remote

  • Led claims and exception-handling agents delivery for a insurance operations team and cut straightforward claim handling time by 46% while routing uncertain cases to licensed reviewers.

Agentic Workflow Engineer

2019–2023

insurance operations product company (confidential) · Lahore, Pakistan

  • Built production systems in insurance operations, with increasing ownership of reliability, testing, and stakeholder delivery.

Skill depth

Show experience in context.

VerbalCommunicationDomainUnderstandingProblemSolvingCodeQualitySystemDesignDeliverySpeed
Competency shapeAssessment across the same six dimensions used for every profile.

Relevant experience by skill

Python8 years
LangGraph7 years
MCP6 years
Tool Calling5 years
Temporal8 years
Human-in-the-loop7 years
See the complete skill index

Languages

PythonTypeScriptSQLBash

Frameworks

LangGraphMCPTool CallingFastAPIPydanticOpenAI Agents SDK

Tools

Claude APIRedisDockerGitHub ActionsDocker

Platforms

AWS BedrockAzure AI FoundryUiPathSalesforce Agentforce

Storage

PostgreSQLRedisS3pgvector

Paradigms

Agent state machinesApproval gatesIdempotent workflowsAgent evaluation

Credentials

Certifications

AWS Agentic AI Demonstrated

Amazon Web Services · 2026 · Certified

Salesforce Certified Agentforce Specialist

Salesforce · 2025 · Certified

Communication

Languages

English

Fluent

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