Jorge Mauro Ballester Córdoba

Junior Full-Stack Developer & Junior Data Scientist #IA #DataScience #SoftwareDevelopement #MachineLearning

Salaire / Taux journalier

Lyon, France

Freelance, ouvert au CDI

Peut venir sur site

Expertises

PythonMachine LearningJavaHTMLCSSAngularFlaskSpring BootRESTful APIsDockerPostmanGitTest Driven DevelopmentData ScienceNeo4jPostgreSQLLLMs / Large language modelsAzureNumPypandasMATLABClean CodeTest & QADéveloppement BackendDéveloppement Frontend

Langues

Anglais

À propos

Introduction

As an Energy Engineer and Junior Data Scientist, I combine my passion for data-driven solutions with a strong foundation in software development to solve complex problems. With expertise in Python, Machine Learning, I’ve built predictive models, developed robust APIs, and optimized software performance for real-world applications. I’m passionate about leveraging data science and software development to drive innovation in energy and technology. Let’s connect and explore how I can contribute to your team! See more of my work at: jorballcor.github.io

Liens

Expérience de travail

Produce Department Associate - Fruits & Vegetables

E.Leclerc

nov. 2025 - Présent

1 an

69800 Saint-Priest, France

- Stocking the produce section while following presentation standards and FIFO rotation rules. - Receiving, quality-checking, and sorting incoming products. - Organizing and maintaining the cold storage room. - Managing restocking and anticipating potential stock shortages. - Labeling products with price, origin, variety, and required information. - Maintaining cleanliness and hygiene in the department in accordance with HACCP standards. - Checking product freshness daily and removing damaged items. - Assisting customers and answering questions about products (origin, seasonality, cooking, storage). - Participating in inventory counts and stock updates. - Collaborating with the team to ensure an attractive department layout and efficient service.

Junior Data Scientist

NUNSYS

mai 2023 - oct. 2024

1 an 6 mois

Paterna, Province de Valence, Espagne

Product Team - Contributed to the design and development of VEKAI, a Retrieval-Augmented Generation (RAG) platform enabling enterprise-wide access to HR documentation; later packaged as a proprietary Nunsys product. - Implemented and debugged Python-based AI modules and Java backend services within a 5-developer cross-functional team. - Improved frontend performance and maintainability using HTML5, CSS3, TypeScript, and Angular, focusing on component modularity and responsive rendering. - Designed and validated REST APIs with FastAPI, implementing automated test suites with Pytest, TestClient, and Unittest to ensure reliability, coverage, and regression stability. - Containerized services using Docker, creating reproducible build pipelines for deployment and integration with the existing infrastructure. - Conducted technical research on graph databases (Neo4j), benchmarked Cypher queries, and evaluated ML plugin integration for graph-based inference workflows. European Project: CLEANERGY - Performed predictive modelling on lithium battery State of Health (SOH) for electric vehicle applications, using real-world operational datasets. - Developed and deployed an XGBoost-based linear regression pipeline in Python (NumPy, Pandas, Scikit-learn), enabling SOH forecasting and degradation pattern analysis. - Containerized the full inference pipeline using Docker, ensuring reproducible execution across environments. - Delivered technical presentations to stakeholders, detailing model architecture, evaluation metrics, and deployment workflows.

RD Engineer

Instituto Tecnológico de la Energía, ITE

mars 2021 - juil. 2022

1 an 5 mois

Paterna, Province de Valence, Espagne

Smart Grids Department - Contributed to the European project Habitatge 2020, focused on improving building energy efficiency. - Developed a real-time energy digital twin to model photovoltaic and wind power generation, as well as electrical consumption profiles. - Designed and implemented Python/Flask REST APIs to integrate real-time weather data and consumption measurements into the simulation workflow. - Generated an automated daily energy balance report, enabling data-driven analysis and decision-making. High Voltage Department - Assisted in lithium-ion battery testing in compliance with UNE-EN IEC 62660-1:2019, performing test cycles for electric vehicle applications and documenting laboratory procedures. - Developed two Matlab/AppDesigner applications for the chemistry department to visualize Nyquist and Bode diagrams, improving impedance analysis and internal cell characterization.


Formation

Universitat Politècnica de València (UPV)

Ingeniería de la Energía

2015 - 2022

7 ans 2 mois

Portfolio

Digital Twin – Smart Grids

Battery Health Prediction

VEKAI – Assistant IA RH (Nunsys)

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