About Jorge
I build the tools, so you can focus on the discovery
As a researcher, your time should be spent analyzing results, not debugging code. I bridge the gap for experts who need advanced Machine Learning, Deep Learning, or data analysis but lack the time or desire to become full-stack developers.
Why work with me?
Security: Unlike generic AI tools, I build local or secure solutions. You don’t have to send your sensitive data to an unknown server.
Scientific Background: I hold a PhD in Physics. I understand the rigor and precision required in scientific research.
Zero-Code Delivery: I deliver solutions that are ready to run.
I have solved these exact "painful situations" for colleagues in top-tier research groups. Let's discuss your specific challenge and see if I can engineer the solution you need.
Spanish
Native or bilingual
English
Fluent
French
Conversational
Italian
Conversational
Can work on-site
Marseille (up to 50km)
Experience
- Laboratoire d'Informatique et des Systèmes, Aix-Marseille UniversitéIngénieur de RechercheRESEARCHApril 2024 - November 2025 (1 year and 7 months)Marseille, France
Machine Learning & Computer Vision
Developed Deep Learning models for Computer Vision (Python).Implemented image segmentation (nnUNet, YOLO, Cellpose).Generated synthetic images for efficient data augmentation in electron microscopy.Data Engineering & DevOps
Managed application deployment and containerization with Docker.Deployed and administered the OMERO database at IHU Méditerranée.Research Data Management
Designed and authored the Data Management Plan (DMP) for the SEMENDO-base project. - VIANAI Systems GmbHData ScientistDIGITAL AND ITMay 2023 - July 2023 (2 months)Heidelberg, GermanyContributed to the development of cloud-based data models using Python, Google Cloud, and Git.Applied critical best practices for Intellectual Property (IP), network security, and data protection.
- Laboratoire Adhésion et Inflammation, Aix-Marseille UniversitéChercheur PostdoctoralRESEARCHNovember 2018 - November 2022 (4 years)Marseille, FranceDesigned and built a custom Atomic Force Microscopy (AFM) head, enabling novel types of biological studies.Developed control software (Python, PyQt, OpenCV) to enhance the performance of a confocal microscope integrated with an electrically tunable lens.Executed the complete prototyping workflow, utilizing COMSOL for simulation and Autodesk Fusion 360 for CAD design.
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Education
- Ph.D. en Physique de la Matière Condensée et NanotechnologieUniversidad Autónoma de Madrid2013