Fernando Barros Magariños
Etterbeek
Summary
Passionate, curious and motivated data professional with over 5 years of experience in data science and data engineering roles, and 10+ in software development. I thrive in collaborative environments and easily adapt to new challenges. Always keeping in mind automation to enhance efficiency with a problem-solving mindset. I’m excited to contribute my skills to companies where I can make an immediate impact.
Overview
18
18
years of professional experience
1
1
Certification
Work History
Data Scientist
Immoweb
Brussels
10.2021 - 06.2024
- Developed a linear regression model for property valuation in Belgium, along with price maps and indexes.
- Created a deep learning model for scene classification in property images.
- Performed data modeling, implementation, and testing for multiple data science and analytics projects (duplicates assessment, new analytics tracking).
- Improved marketplace data quality by defining standards and reducing duplicate ads.
Senior Data Engineer
Immoweb
Brussels
01.2021 - 12.2021
- Built the Immoweb Data Lake, streamlining data ingestion, transformation, and aggregation from multiple sources ensuring robust documentation
Machine Learning Engineer / Java Senior Developer
Immoweb
Brussels
01.2017 - 01.2021
- Developed PoC's for image classification (scene, visual quality, orientation, logo detection)
- Contributed to the Automated Valuation Model development and API design
- Migrated systems to AWS, enhancing scalability and performance
Research & Development Engineer
Immoweb
Brussels
05.2016 - 12.2016
- Conducted analysis on Elasticsearch as an operational database for seeker searches
- Developed and maintained backend services and API integrations
Java Technical Analyst
ING Belgium
Brussels
03.2014 - 05.2016
- Developed internal Java web applications in an agile environment, supporting various business processes.
Technical Analyst
Voxbone
Brussels
11.2011 - 02.2014
- Contributed to the full software development lifecycle for Java-based systems in an open-source environment.
Functional Analyst & E-Business Consultant
VASS
Madrid
06.2006 - 06.2011
- Worked on enterprise content management solutions for major clients like Spanair, Mapfre, and Gamesa, providing analysis and consultancy for website redesigns and ECM migrations.
Education
M.D. - Computer Science
Universidade De A Courña
02-2005
Skills
Python
SQL
Jupyter Notebooks
Machine Learning
Deep Learning
Scikit-Learn
Linear Regression
Scene Classification
Record Linkage
Automated Valuation Models
Apache Spark
AWS
Data Lake Development
ETL
Data Quality Assurance
Software Development
Certification
- DataCamp Data Science Professional Certificate (Nov 2024)
- Data Management Fundamentals Exam: Master Level (2021)
- AWS Cloud Practitioner (2019)
Languages
Spanish
First Language
English
Proficient (C2)
C2
French
Proficient (C2)
C2
Portuguese
Upper Intermediate (B2)
B2
Timeline
Data Scientist
Immoweb
10.2021 - 06.2024
Senior Data Engineer
Immoweb
01.2021 - 12.2021
Machine Learning Engineer / Java Senior Developer
Immoweb
01.2017 - 01.2021
Research & Development Engineer
Immoweb
05.2016 - 12.2016
Java Technical Analyst
ING Belgium
03.2014 - 05.2016
Technical Analyst
Voxbone
11.2011 - 02.2014
Functional Analyst & E-Business Consultant
VASS
06.2006 - 06.2011
M.D. - Computer Science
Universidade De A Courña
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