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Rodrigo Garcia

@rodrigogarcia

AI Engineer shipping production LLM agents (AWS Bedrock, LangGraph, RAG). Built GOYO, a municipal AI assistant backed by a 623-turn eval suite.

Argentina

Message

What I'm looking for

A remote AI Engineer / LLM Engineer role building production agentic systems (LangGraph, AWS Bedrock, RAG, tool calling) with real evaluation, observability and guardrails. Full-time or contractor, working from Argentina (UTC-3) with good overlap with US and EU hours.

At Domus Global, I architected and implemented a Python multi-agent platform on AWS Bedrock and AgentCore. Its router dispatches requests to RAG and conversational agents that retrieve knowledge and execute tasks through APIs.

For a digital bank’s GenAI Center of Excellence Agent Platform (LATAM), I built production monitoring with 14 LangSmith metric charts and designed prompt governance across LAB, DEV, and PROD, including versioning, approvals, evaluation, and rollback.

For Tienda Inglesa, I designed and deployed a WhatsApp AI chatbot using LangGraph and RAG, and benchmarked LLM providers to guide production model selection. At Teravision Technologies, I also deployed an OCR and LLM pipeline for Mansfield Oil’s transportation documents.

I built and operate GOYO, a production AI municipal assistant for the Municipality of Goya. Its LangGraph Self-RAG agent uses deterministic guardrails, human-approved knowledge updates, and a 623-turn regression battery to evaluate responses.

Experience

Work history, roles, and key accomplishments

Current

AI Software Engineer

Current

Domus Global

Dec 2025 - Present (11 months)

Architected and implemented a multi-agent platform on AWS Bedrock and AgentCore, deploying infrastructure as code with AWS CDK and establishing observability and operations.

Python AWS AgentCore LangGraph Lang Chain RAG AWS CDK AppRunner Amazon Cloudfront WAF Cognito Lambda GitHub Actions Cloudwatch Docker DynamoDB

AI Software Engineer

Teravision Technologies

Dec 2024 - Dec 2025 (1 year)

Designed and deployed an OCR and LLM extraction pipeline for transportation documents using Azure AI Document Intelligence and Azure OpenAI, with serverless workflows for automated ingestion and enrichment.

Python Azure AI Document Intelligence Azure OpenAI OCR Azure Functions Logic Apps Serverless JSON

Machine Learning Engineer

Anyone AI

Mar 2024 - Dec 2024 (9 months)

Built NLP models to classify user reviews at scale and deployed ML models as API services on AWS and Docker.

NLP Bag Of Words TF IDF Embeddings AWS Docker APIs Machine Learning

Senior Backend Developer

Strut Software Solutions

Feb 2022 - Jun 2024 (2 years 4 months)

Developed .NET 8 microservices and REST APIs, improving system efficiency by 30-50% and cutting response times by 50% through EF Core optimization and async programming.

.NET 8+C#Microservices REST APIs EF Core Async Programming Entity Framework Core

Tech Lead

Municipality of Goya

Oct 2019 - Jun 2022 (2 years 8 months)

Led digital transformation of municipal workflows using .NET Core, Power BI, and Azure DevOps, achieving 50% faster processes and a 20% improvement in transparency.

.NET Core Power BI Azure DevOps Digital Transformation