Freelancer profile translated to English.
Back to original languageAbout Monica
I am a predoctoral researcher at the Spanish National Research Council (CSIC) with a Master's degree in Data Science & Business Analytics (IMF – UCAV – INDRA). I work daily with Python, R, statistical analysis, data visualization, and tool development for scientific and data science projects.
My experience combines programming, complex data analysis, and interactive visualization, especially in projects related to spatial data, analysis automation, and modeling.
I can help with tasks such as:
- Data analysis and cleaning,
- Process automation in Python or R,
- Data visualization and interactive dashboards,
- Scientific script development,
- Statistical analysis,
- Spatial data processing and GIS,
- Support in research and data science projects.
I enjoy working in a practical, results-oriented manner, adapting to the needs of each project.
Spanish
Native or bilingual
English
Fluent
Can work on-site
Madrid (up to 50km)
Experience
- MUSEO NACIONAL DE CIENCIAS NATURALES (MNCN-CSIC)PHD RESEARCHER (FPI FELLOW)March 2024 - Today (2 years and 5 months)• • Development of large-scale spatial models to quantify species co-occurrence and environmental niche overlap.• • Construction and analysis of high-dimensional ecological hypervolumes (>100 species, >10 environmental variables).• • Integration of global environmental datasets (Bio-ORACLE, CMEMS) into reproducible R/Python workflows.• • Application of multivariate statistics, PCA, mixed-effects models, and machine learning.• • Development of a Python-based scientific application (Dash) for ecological hypervolume computation and interactive niche modelling visualization.
- INSTITUTE OF MARINE RESEARCH (IMR),VISITING RESEARCHERMarch 2025 - June 2025 (3 months)Norway• • Development of ecological niche analyses and modelling applied to benthic organisms.• • Analysis of large-scale environmental datasets using R and Python.• • Collaboration within multidisciplinary teams in an international English-speaking environment.
- BALANTIA ENERGY SOLUTIONS & TECHNOLOGIES, S.L.DATA SCIENTISTFebruary 2022 - January 2024 (1 year and 11 months)• • Analysis and forecasting of energy demand using Python, R and SQL.• • Development and validation of machine learning models for short- and long-term consumption prediction.• • Design of automated ETL pipelines and API integrations.• • Data quality control and governance through SQL-based validation rules.• • Development of interactive dashboards and PDF/HTML reporting systems.• • Participation in national innovation projects (FLEXENER, IA4TES).
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Education
- MASTER'S THESISDEPARTMENT2021PHD RESEARCHER (FPI FELLOW) | MAR 2024 – PRESENT |MUSEO NACIONAL DE CIENCIAS NATURALES (MNCN-CSIC
- MASTER'S DEGREEIMF – UCAV2024MASTER’S DEGREE IN DATA SCIENCE AND BUSINESS ANALYTICS| NOV 2022 – SEP 2024 | IMF – UCAV – INDRA