Drag nodes · scroll to zoom · select to follow a relationship
All nodes 83 Sergio Ortiz Profile · Data · AI · leadership · innovation Multimodal AI Capability · Demonstrated capability LLMs Capability · Demonstrated capability Research Capability · Demonstrated capability NLP Capability · Demonstrated capability Smart Cities Capability · Demonstrated capability MLOps Capability · Demonstrated capability Optimisation Capability · Demonstrated capability Geospatial Capability · Demonstrated capability Sustainability Capability · Demonstrated capability Predictive ML Capability · Demonstrated capability Data Engineering Capability · Demonstrated capability Computer Vision Capability · Demonstrated capability Vector Search Capability · Demonstrated capability Market Analysis Capability · Demonstrated capability Open Data Capability · Demonstrated capability Infrastructure Capability · Demonstrated capability Education Capability · Demonstrated capability DevOps Capability · Demonstrated capability Real-time Data Capability · Demonstrated capability Cloud Capability · Demonstrated capability Statistics Capability · Demonstrated capability Machine Learning Capability · Demonstrated capability Sports Analytics Capability · Demonstrated capability Data Visualisation Capability · Demonstrated capability Public Health Capability · Demonstrated capability Recommendation Capability · Demonstrated capability Web Scraping Capability · Demonstrated capability APIs Capability · Demonstrated capability Data Science Capability · Demonstrated capability Applied AI & Automation Capability · Demonstrated capability Client Communication Capability · Demonstrated capability Leadership Capability · Demonstrated capability Team Coordination Capability · Demonstrated capability Programme Management Capability · Demonstrated capability Partnerships Capability · Demonstrated capability Python Capability · Demonstrated capability Automation Capability · Demonstrated capability Documentation Capability · Demonstrated capability Self-directed Learning Capability · Demonstrated capability Adaptability Capability · Demonstrated capability Technical Documentation Capability · Demonstrated capability AutoCAD Capability · Demonstrated capability Social Impact Capability · Demonstrated capability STEM Outreach Capability · Demonstrated capability Communication Capability · Demonstrated capability Community Capability · Demonstrated capability Equity Research Capability · Demonstrated capability Investment Analysis Capability · Demonstrated capability Valuation Capability · Demonstrated capability Software Capability · Demonstrated capability Mentoring Capability · Demonstrated capability Artificial Intelligence Capability · Demonstrated capability Deep Learning Capability · Demonstrated capability Innovation Capability · Demonstrated capability Entrepreneurship Capability · Demonstrated capability Market Intelligence Capability · Demonstrated capability Teamwork Capability · Demonstrated capability Generative AI Capability · Demonstrated capability Product Innovation Capability · Demonstrated capability Rapid Prototyping Capability · Demonstrated capability GEMF — EXIST 2026 Project · A probabilistic multimodal system that uses Gemini as a semantic mediator, combines text, image-derived interpretation, EEG and emotion features, and learns from annotator disagreement. UrbanFlow Valencia Project · An end-to-end urban decision-support system with 24 hourly CatBoost models, an independent integer-programming optimizer, public services and monitoring. UPV-EARTH Project · A reproducible research-intelligence platform that classifies 31,634 abstracts against nine Planetary Boundaries and keeps evidence and abstention visible. AION Project · A predictive system that models traffic deviations and converts local news, events and weather into structured signals for future emergency-routing decisions. Outfit AI Recommender Project · A documented hackathon prototype combining segmentation, vision-language features and vector search for fashion discovery. GENAQ Market Selection Project · A first-principles scoring system that ranks Spanish census sections for atmospheric water generator market entry. ExamBox Project · A self-hosted FastAPI and JupyterLab platform that makes a pinned Docker environment part of a practical exam. NOBIL Data Project · A WebSocket ingestion pipeline that normalizes charging events, rotates JSONL logs, creates snapshots and publishes versioned data. NBA Scouting Analytics Project · A transparent R analysis that uses PCA, clustering and PLS-DA to study player roles, replacements and All-Star profiles. COVID-19: Wealth & Mortality Project · Six interactive visualizations investigate the relationship between national wealth, testing and recorded COVID-19 mortality in 2020. FitPlanner Project · A Streamlit project that combines scraped routines, nutrition APIs and fuzzy product matching from one user form. Freelance / Independent Experience · Freelance Data & AI projects alongside my degree · During my degree, I chose to take on real freelance projects to learn beyond the classroom while helping organisations become more data-driven. I worked directly with clients to understand their needs and build practical solutions with data science, AI and process automation. Sigma Data Club UPV Leadership · Coordinator & Vice President · Strategic and operational leadership of a university data and AI community with more than 100 active students. ARTECOIN Experience · Process Automation Engineer · Identified and automated internal processes with Python to reduce manual work and improve operational reliability. AG INGENIEROS Experience · Early Industrial Engineering Experience · A personal challenge I took on from the fourth year of secondary school: learning independently, adapting to a professional industrial-engineering environment and becoming useful in real projects. The Pink Force Foundation Community · Ambassador · Ambassador for a nonprofit that brings joy, hope and emotional support to hospitalised children—especially those facing childhood cancer—through R2-KT, education and technology with purpose. UPV Investment Club Community · Investment Analyst · Investments & Software Departments · Analyses listed companies and develops investment theses, combining business and financial analysis, valuation and internal software initiatives for the club. ETSINF UPV Community · Peer Tutor · PIAE+ · Supports first-year students through their academic, personal and social transition into university. Samsung Innovation Campus Innovation · Artificial Intelligence Extension Programme · 467 hours · Applied AI specialisation covering machine learning, deep learning, data engineering and real-world solution development, including AION. Fundación Innovación Bankinter Innovation · Akademia Future Builders 2024–25 · Innovation, emerging trends and multidisciplinary problem-solving programme, completed with the GENAQ market-selection challenge. Accenture Spain Innovation · GenAI Maverick · Retail & Fashion Challenge Winner · Built a multimodal outfit-recommendation prototype combining text and image retrieval for a product challenge. Universitat Politècnica de València (UPV) Education · BSc in Data Science · Four-year, 240-ECTS degree at ETSINF combining statistics, machine learning, data engineering, software and applied decision-making projects, alongside class representation, peer tutoring and university podcasts. 