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Aaron Boismier

@aaronboismier2

Senior Agentic AI Engineer at Northern Commerce building secure AWS agent systems and high-performance RAG pipelines.

At Northern Commerce, I architect and deploy autonomous agentic workflows with LangGraph and CrewAI, integrating them with enterprise systems through Model Context Protocol (MCP).

I own cloud deployment architecture for LLM applications on AWS and build RAG pipelines with Pinecone and Weaviate to improve contextual retrieval.

Previously, at Info-Tech Research Group, I developed multi-agent systems on AWS and optimized agent workflows with n8n. I also established evaluation processes for task success, hallucination checks, and security.

At ZTR Control Systems, I developed C# backend services supporting machine learning models and contributed to data-driven solutions. Earlier, at Big Viking Games, I assisted with game features using Unity and C#.

Experience

Work history, roles, and key accomplishments

Current

Senior Agentic AI Engineer

Current

Northern Commerce

Apr 2024 - Present (2 years 7 months)

Architected and deployed autonomous agentic workflows using LangGraph and CrewAI, and owned cloud deployment architecture for LLM applications on AWS. Integrated AI agents with enterprise APIs using Model Context Protocol (MCP) and built high-performance RAG pipelines with Pinecone.

LangGraph Crew AI Agent Development Kit (ADK)AWS Amazon Bedrock Pinecone Weaviate Model Context Protocol (MCP)Langsmith Langtrace AgentOps RAG Architecture Human In The Loop (HITL) Systems Evaluation Frameworks

AI Solutions Engineer

Info-Tech Research Group

Jan 2022 - Jan 2024 (2 years)

Designed and developed multi-agent systems using Python and microservices on AWS, and optimized agentic workflows with n8n. Evaluated performance metrics and mentored junior engineers on AI development practices.

Python AWS Amazon Bedrock Microservices N8n LangGraph Agent Development Kit (ADK)Pinecone Weaviate RAG Langsmith Langtrace AgentOps Model Context Protocol (MCP)Evaluation Frameworks

Software Engineer

ZTR Control Systems

Sep 2018 - Dec 2021 (3 years 3 months)

Developed backend services in C# to support machine learning models and architected autonomous agentic workflows using LangGraph and CrewAI. Engineered RAG pipelines with Pinecone and Weaviate and led observability frameworks.