I design language-based systems that integrate natural language processing, structured data workflows, and code-driven logic to build impactful AI applications. I am proficient in Python, vector databases, orchestration frameworks, and advanced prompt engineering techniques. I thrive on solving complex problems with both analytical rigor and creative insight, bringing initiative, fast problem-solving, and good energy to every project. I am available for immediate employment and worldwide relocation.

Ramón Arteaga Escribano

I design language-based systems that integrate natural language processing, structured data workflows, and code-driven logic to build impactful AI applications. I am proficient in Python, vector databases, orchestration frameworks, and advanced prompt engineering techniques. I thrive on solving complex problems with both analytical rigor and creative insight, bringing initiative, fast problem-solving, and good energy to every project. I am available for immediate employment and worldwide relocation.

Available to hire

I design language-based systems that integrate natural language processing, structured data workflows, and code-driven logic to build impactful AI applications. I am proficient in Python, vector databases, orchestration frameworks, and advanced prompt engineering techniques.
I thrive on solving complex problems with both analytical rigor and creative insight, bringing initiative, fast problem-solving, and good energy to every project. I am available for immediate employment and worldwide relocation.

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Experience Level

Expert
Expert
Expert
Intermediate
Intermediate

Language

English
Fluent
Spanish; Castilian
Fluent
French
Advanced
German
Beginner

Work Experience

Research Coordinator at Language & Cognition Research Lab, Universidad Autónoma de Madrid
December 31, 2022 - August 27, 2025
Coordinated cross-disciplinary research initiatives connecting philosophy of language, epistemology, and cognitive science with practical applications. Developed academic and outreach projects connecting universities with funding opportunities, public programs, and collaborative networks. Collaborated on research with experts in philosophy of language, philosophy of mind, and cognitive sciences, contributing to papers, teaching, and presenting seminars and workshops at Universidad Autónoma de Madrid and Universidad de Buenos Aires. Led analysis of LLM outputs, addressing completions, edge cases, and ranking strategies while refining prompts for optimal performance. Designed and executed iterative prompt evaluation workflows, including human-in-the-loop assessments for search, recommendation, and conversational systems.
CEAL Banco Santander Fellowship – Researcher in Philosophy of Mind and Cognitive Sciences at CEAL Banco Santander
December 31, 2021 - August 27, 2025
Conducted research in philosophy of mind and cognitive sciences with focus on connecting these fields with language and epistemology.
LLM Developer | Agent-Based Architectures | Prompt Engineering at Independent / Various Projects
January 1, 2022 - Present
Designed and developed production-grade LLM agents and agentic workflows using RAG architectures, semantic chunking, embeddings, and adaptive prompting strategies. Implemented iterative prompt evaluation workflows with human-in-the-loop assessments. Worked on projects like OneForma / Centific for data annotation and multilingual NLP task evaluation, identifying hallucinations, semantic drift, and mistranslations in LLM-generated text. Developed a Compliance Assistant for Architecture Studio, a RAG + rule-based logic agent for autonomous compliance checks on architectural proposals against complex multi-level regulations. Implemented constraint reasoning, hierarchical retrieval, multi-step validation, and FastAPI endpoints. Created a Codebase & Document Assistant for Red Hat Software Engineering featuring a developer-facing RAG pipeline with semantic chunking, transient FAISS-based retrieval, and GPT-4 orchestration. Integrated context window optimization, MCP-inspired structured prompt

Education

Master's Degree in Linguistics at UNTREFF
January 1, 2022 - January 1, 2024
Bachelor's Degree in Philosophy (Graduated with Honors) at Universidad Autónoma de Madrid
January 1, 2016 - January 1, 2020
Bachelor's Degree in Civil Engineering at Universidad Politécnica de Madrid
January 1, 2014 - January 1, 2016

Qualifications

Add your qualifications or awards here.

Industry Experience

Education, Professional Services, Software & Internet