Looking for a job

Elias Arellano Campos

@eliasarellanocampos

Message

I build reliable AI systems for insurance automation, document intelligence, and retrieval applications.

United States

Message

What I'm looking for

I'm looking to build reliable AI and machine learning products, especially systems involving document intelligence, retrieval, automation, APIs, and real-world workflow integration.

I'm building an AI-powered digital operating system for Quirón Seguros at American Smart Business, connecting insurance workflows across policies, claims, renewals, payments, documents, and communications. I design modular architectures, AI agents, APIs, and integrations that support independently evolving business modules.

I've developed document intelligence pipelines that transform complex insurance PDFs into validated JSON, with automated retries and failure handling. My machine learning projects include EEG seizure detection with a 0.8537 F1 score and 0.9924 AUC, semantic Amazon review search, and a citation-aware Tennis RAG Coach.

Experience

Work history, roles, and key accomplishments

Current

AI Software Engineer

Current

American Smart Business LLC

Aug 2026 - Present (1 month)

Architecting and developing an AI-powered digital operating system for Quirón Seguros, connecting insurance workflows across clients, policies, claims, renewals, payments, documents, communications, and internal operations. Designing a modular Core/Spine architecture with canonical entities, shared metadata, domain boundaries, and event-driven communication to support independently evolving busine

AI Agents Document Intelligence Structured Extraction AI Workflows Git Python Software Engineering Testing Debugging

Education

Degrees, certifications, and relevant coursework

University of Houston

Bachelor of Science, Computer Science

Pursuing a Bachelor of Science in Computer Science with a minor in Mathematics, concentrating in Data Science and Machine Learning. Honors include Dean's List and Magna Cum Laude.