Description

Knowledge Graph Engineer and AI Architect specialized in unstructured data management, semantic modeling,

ontology design, and AI-enabled enterprise data architectures.

Proven experience designing metadata-driven

systems, document intelligence pipelines, vector-based retrieval architectures, and AI governance frameworks for

global organizations including HP Inc. and international AI ventures. Strong expertise in Python, Knowledge Graph

integration, Retrieval-Augmented Generation (RAG), LLM orchestration, semantic data structures, and scalable AI

architectures.

Experienced in building graph-oriented data ecosystems for document understanding, metadata harmonization, entity

extraction, and AI grounding using OCR, NLP, VLMs, vector databases, and multi-agent workflows. Combines

technical depth with strong business alignment, governance awareness, and cross-functional collaboration in

international environments

Industry field of expertise

Languages

English
Native or bilingual
Spanish
Native or bilingual

Workplace preferences

Can work on-site

Barcelona (up to 50km)

RED PILL SOFTWARE, LLC
Founder & Lead AI Architect
TECH
August 2024 - Today (1 year and 10 months)
United States
• • Architected AI-driven document intelligence systems focused on unstructured financial data extraction using OCR, NLP, and Visual Language Models.
• • Designed metadata-centric data pipelines for IRS-compliant financial document understanding and semantic enrichment.
• • Implemented ontology-inspired data classification strategies for crypto statements, tax documents, and complex enterprise forms.
• • Built Agentic AI workflows using LangChain, LangGraph, and MCP for autonomous document processing and contextual retrieval.
• • Integrated vector database architectures to support semantic search, retrieval grounding, and scalable AI inference pipelines.
• • Managed the full AI lifecycle including data annotation, preprocessing, governance, prompt engineering, and deployment design.
• • Implemented security and compliance frameworks for sensitive PII handling and AI governance.
cypher RAG ontologies Langchain IT-Security
Local Secrets Travel
Business Project Manager / AI Systems Architect
HOSPITALITY
January 2023 - August 2024 (1 year and 7 months)
United States
• • Designed scalable data architectures supporting expansion across 140+ international locations.
• • Led development of AI-powered categorization systems for travel experience enrichment and semantic tagging.
• • Engineered scalable API ecosystems integrating global partner data sources and metadata normalization workflows.
• • Collaborated with multidisciplinary teams to align AI-enabled data initiatives with international business strategy.
• • Improved data consistency and retrieval quality across geographically distributed information systems.
AI Agent MLOps IT-Security Python Django
HP Inc.
Technical Functional Analyst – Metadata & Content Automation
DIGITAL AND IT
March 2016 - September 2020 (4 years and 6 months)
Los Angeles, United States
Conceptualized the ”HP Asset Hub Manager” using a deterministic metadata
injection engine to automate population of tech specs and marketing messaging
for global multimedia assets repositories.
Collaborated with IT teams in Palo Alto, CA, to ensure integration with worldwide
repositories.
Streamlined operations for the WW Marketing team, replacing tedious manual tasks
with automated metadata injection workflows on the fly
Django Python MySQL Data Engineer Symfony