Mar 2026 — Present
Applied Value Engineer
Celonis
Analysing enterprise processes, quantifying operational value, and prototyping AI agents and automations on Celonis’ process intelligence platform.
- Process Intelligence
- AI Agents
- Value Engineering
My work starts with messy real-world data and ends with something people can understand, trust and use.
Current focus
Explore the work↓
Process intelligence, applied AI and measurable enterprise value at Celonis.
01About
I’m an AI & Data Engineer from Granada, now based in Madrid. I work across the full path from raw data and modelling to APIs, interfaces and deployment.
My background in robotics taught me to think in systems. Research in climate informatics taught me to make those systems rigorous. Consulting keeps the result grounded in what people and organisations actually need.
02Experience
May 2025 — Feb 2026
AI & Data Science Consultant
Premier Analytics Consulting
Building production data pipelines, FastAPI backends, containerised AI systems and multilingual assistants across cloud and on-premise environments.
- Python
- FastAPI
- Docker
- LLMs
Jun 2024 — Feb 2026
AI & Data Scientist
iHeatApp · SDSU Climate Informatics Lab
Developed hourly heat-risk forecasts, geospatial pipelines and a bilingual AI-assisted product for communities in California’s Imperial Valley.
- Python
- xarray
- Geospatial
- AI
Aug 2023 — May 2024
Data Science Research Assistant
Center for Information Convergence and Strategy
Built reproducible R workflows for cleaning and analysing spatiotemporal nutrient data from Irish agricultural catchments.
- R
- Research
- Spatiotemporal data
03Publications
2026
iHeatApp: A climate data visualization and delivery technology for mitigating heat exposure and risks in agriculture
International Journal of Disaster Risk Reduction · Article 106534
First-authored paper on the architecture and modelling framework behind iHeatApp, the bilingual heat-risk platform for agricultural communities.
- First author
- Peer-reviewed
- Elsevier
2026
An AI visual chatbot system for climate heat risk communication and decision-making in at-risk agricultural communities
Climate Services · Vol. 44, Article 100736
Co-authored paper on the AI visual chatbot that communicates heat risk and supports decisions in at-risk agricultural communities.
- Second author
- Peer-reviewed
- Elsevier
04Projects
Selected work
Three flagship projects first, then nine more, roughly ordered by how well they show how I think and build.
P012024—26
iHeatApp
A bilingual platform that turns hourly weather forecasts into local heat-risk maps and contextual guidance.
- Climate AI
- Python
- EN / ES
P022025
Weather with Cloudya
Real-time NOAA climate data, interactive maps and a vision assistant served from a Raspberry Pi.
- FastAPI
- React
- Docker
P032024
Flight Delay Prediction
Three million flight records, weather context and an honest comparison of seven model families.
- XGBoost
- Streamlit
- WUSS
+More projects
2023
California Traffic Trends
Ten years of traffic, population and income combined in one geospatial analytical story.
- Tableau
- R
- ArcGIS
2024
Diamond Price Modeling
Six regression approaches compared across 53,940 diamonds and transformed targets.
- Regression
- Random Forest
- EDA
2024
PharmaSys
Relational database design, AWS deployment and analytical views for pharmacy operations.
- MySQL
- AWS RDS
- Plotly
2024
Walmart Sales Forecasting
Seasonal weekly sales forecasting for one store through a focused SARIMA comparison.
- SARIMA
- Time series
- R
2024
Mental Health & Technology
A multivariate study where weak predictive signal became the important methodological result.
- PCA
- ANOVA
- Clustering
2023
Getting Started with p5.js
A small interactive game for learning the drawing loop, events and collision logic.
- p5.js
- Interaction
2023
Interactive Campus Map
A zoomable and searchable campus map with building-level information and imagery.
- p5.js
- Maps
- Search
2023
News Geovisualization
Recent news search, geocoded results and the geographic context behind each story.
- p5.js
- API
- Geocoding
2023
US Crime Trend Explorer
Multivariate and multitemporal views of state crime rates and moving geographic centroids.
- p5.js
- Time
- Choropleth
+Beyond the code
05Contact
Contact & profiles
Based in Madrid, Spain