Jeremias Aguero
- Argentina
- 5.0
I’m Jeremias Aguero, an AI & Automation Engineer based in Argentina, with 9 years of experience building production-ready systems around LLMs, RAG, and agent workflows.
About
I’m Jeremias Aguero, an AI & Automation Engineer based in Argentina, with 9 years of experience building production-ready systems around LLMs, RAG, and agent workflows. I help teams turn complex, sometimes ambiguous business processes into reliable software—using tool-calling agents, grounded retrieval pipelines, structured outputs, and human-in-the-loop controls.
I also build and maintain full-stack products and API-driven automations, integrating services across the ecosystem (from SaaS operations to advertising platforms and Microsoft 365/Power Platform). I focus on architecture and long-term maintainability—designing validation rules, queues, approval flows, and monitoring so these solutions keep working after launch.
- 9 years' experience
Industry experience
- Healthcare
- Software & Internet
- Professional Services
- Media & Entertainment
Work experience
Built production AI agents, RAG systems, voice/chat workflows, and API-driven automations for SaaS and operations teams. Designed agent orchestration with OpenAI-compatible models, tooling, structured outputs, tool calling, memory, and retrieval layers. Integrated third-party platforms including advertising APIs, Microsoft 365/Power Platform, Make/Zapier-style automation, messaging, and secure backend services. Developed full-stack web products using Python/FastAPI and JavaScript ecosystems with attention to deployment, monitoring, and maintainability. Translated ambiguous business workflows into data models, validation rules, queues, approval flows, and human-in-the-loop controls.
Build production AI agents, RAG systems, voice/chat workflows, and API-driven automations for SaaS and operations teams. Design agent orchestration with OpenAI-compatible models, tool calling, structured outputs, memory, and retrieval layers. Integrate third-party platforms including advertising APIs, Microsoft 365/Power Platform, Make/Zapier-style automation, messaging, and secure backend services. Develop and maintain full-stack web products using Python/FastAPI and JavaScript ecosystems, focusing on deployment, monitoring, and long-term maintainability. Translate ambiguous business workflows into reliable data models, validation rules, queues, approval flows, and human-in-the-loop controls.
Testimonials · 5.0 from 1 review
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