About Eduardo
AI Engineer building production RAG and document processing
systems for regulated domains.
Current freelance clients:
- US tax/compliance: RAG system over 50+ IRS documents,
100% local Docker deployment, zero cloud (Ollama + Qdrant
+ FastAPI). Reduced manual review 70-85%.
- Spanish legal: automated regulatory form processing via
n8n + LLM extraction, reducing manual work 75-90%.
Open-source portfolio: fastapi-rag-lab (search GitHub:
egtimer/fastapi-rag-lab). Hybrid retrieval benchmarked
Recall@5 0.98 across 9 configurations, RAGAS evaluation
pipeline, 79 integration tests, 6 ADRs.
Tech Lead at Icod Systems: document classification pipeline,
LLM fine-tuning (LoRA/QLoRA, +25-40% accuracy), MLOps on
AWS/GCP.
Stack: Python, FastAPI, Qdrant, Ollama, Docker, n8n,
OpenAI/Claude API, Hugging Face.
Available remotely from Spain. English and Spanish.
Spanish
Native or bilingual
English
Fluent
Turkish
Conversational
Remote only
Primarily works remotely
Experience
- Icod SystemsTECH LEADER IN ARTIFICIAL INTELLIGENCEMay 2025 - Today (1 year and 2 months)- Lead a development team specialized in Artificial Intelligence and Machine Learning, driving the creation of innovative solutions for various industries and clients.- Design and implement software solutions based on machine learning models.- Oversee the full development lifecycle: analysis, design, implementation, testing, and deployment of AI-based products.- Develop web and mobile applications that integrate AI components and real-time data analysis.- Collaborate closely with cross-functional teams to ensure technical quality, scalability, and project performance.
- Nartex Software, S.L.FULL STACK DEVELOPERMarch 2023 - May 2025 (2 years and 2 months)- Develop modern web applications focused on performance, scalability, and user experience.- Implement secure authentication and authorization systems.- Work with technologies such as React, TypeScript, JavaScript, Java, Python, and GoLand.- Design and integrate APIs for communication between services and front-end.- Collaborate across all stages of the software development lifecycle: analysis, development, testing, and deployment.- Apply agile methodologies (Scrum/Kanban) for efficient project management.
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Education
- BACHELOR'S INUniversity of Hradec KrálovéBACHELOR'S IN
Certifications
- OPENAI WITH AZUREEuropean Training Center NALLAM2024
- JAVA CERTIFICATECore Networks SL2024