I ship data and ML products, not notebooks.
Pipelines that don’t break. Models that actually deploy. Insights that move metrics.
I build systems that turn raw data into decisions, automation, and revenue.
Bring the mess. I’ll shape the system.
Data/ML Engineer · Data Scientist · Research Engineer
📍 Almería, Spain · 🌍 Remote-friendly
- 🚀 Turn messy product data into warehouse-like datasets (pipelines, orchestration, quality checks)
- 🤖 Ship ML models to production (from training to deployment, monitoring-ready patterns)
- 🛰️ Apply computer vision + geospatial tooling to real-world problems (remote sensing, mapping, analytics)
- 🧪 Keep things reliable with tests, CI/CD, and reproducible environments
- Python, SQL, Bash
- Also: R, MATLAB/Simulink, C++, Ada
- dbt, BigQuery, Firebase/Firestore
- Vertex AI, Cloud Run, Cloud Build
- Cloud Composer / Apache Airflow
- pandas, scikit-learn, SciPy
- PyTorch, OpenCV
- GeoPandas (geospatial)
- FastAPI
- Docker
- Terraform
- Git (GitHub/GitLab), pytest, CI/CD
- Jupyter
- QGIS
- Tableau
- LP / MILP / MINLP, BARON, YALMIP (plus modeling & academic writing workflows)
- 🛰️ Deep learning super-resolution for satellite imagery
- 🛣️ Remote sensing + CV for pavement degradation and maintenance support
- 🧱 Scalable data products on GCP (Airflow/Composer → BigQuery → services)
- 🔁 Practical MLOps: testing, reproducibility, deployment patterns
- Deep Learning Specialization (Coursera)
- IBM Data Engineering Specialization (Coursera)
- Machine Learning Operations Specialization (Coursera)
- Data Visualization with Tableau Specialization (Coursera)
- Applied Data Science with Python Specialization (Coursera)
- 🇪🇸 Spanish (native) · 🇬🇧 English · 🇫🇷 French · 🇧🇷 Portuguese
- 📧 Email: jero.rate@gmail.com
- 💼 LinkedIn: https://www.linkedin.com/in/jeronimo-rt/
- 🧑🔬 Google Scholar: https://scholar.google.com/citations?user=LEcqNAQAAAAJ
- 🧑💻 GitHub: https://github.com/jerort