Jeremias Aguero
I’m Jeremias Aguero, an AI & Automation Engineer from Argentina with 9 years of experience building production-ready systems around LLMs, APIs, and automation workflows.
About
I’m Jeremias Aguero, an AI & Automation Engineer from Argentina with 9 years of experience building production-ready systems around LLMs, APIs, and automation workflows. I design and ship autonomous AI agents, RAG/retrieval pipelines, and structured tool-calling experiences that translate ambiguous business processes into reliable, validated data models with human-in-the-loop controls when needed.
I also build and maintain full-stack products using Python/FastAPI and JavaScript, with a strong focus on deployability, monitoring, and long-term maintainability. Across client and product work—ranging from advertising API integrations and healthcare messaging workflows to Microsoft 365/Power Platform automation and data intelligence—I enjoy owning the end-to-end engineering lifecycle to deliver dependable outcomes across time zones.
- 9 years' experience
- Joined October 2026
Languages
- Spanish; CastilianAdvanced
- EnglishIntermediate
Industry experience
- Software & Internet
- Healthcare
- Professional Services
- Computers & Electronics
- Media & Entertainment
Work experience
Built production AI agents, RAG systems, and voice/chat workflows, plus API-driven automations for SaaS and operations teams. Designed agent orchestration with OpenAI-compatible models, tool calling, structured outputs, memory, and retrieval layers. Integrated third-party platforms including advertising APIs (Meta Marketing API, Google Ads API), Microsoft 365/Power Platform, and Make/Zapier-style automation, along with secure backend services. Developed and maintained full-stack web products using Python/FastAPI and JavaScript ecosystems, covering deployment, monitoring, and maintainability. Translated complex workflows into data models, validation rules, queues, approval flows, and human-in-the-loop mechanisms.
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