Portfolio & Experience

Work Experience

Software Engineer

Jan 2023 - Aug 2025

Serimag| Barcelona

Backend Engineer

Jul 2024 - Aug 2025

• Led development of scalable backend systems and led a team of developers

• Implemented production-ready solutions and mentored junior developers

Machine Learning Developer

Jan 2023 - Jul 2024

• Developed and implemented machine learning models for satellite imagery processing

• Collaborated with research teams to optimize AI algorithms

Backend DevelopmentMachine LearningPythonTeam Leadership
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Software Developer

Jun 2021 - Sept 2021

Bandalux| Barcelona

• Maintained and optimized company databases using MySQL and .NET technologies • Developed and maintained ORM systems for efficient data management and application performance

JavaScriptMySQL.NET
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Personal Projects

AI for Earth Observation
2025

AI for Earth Observation

MSc project on applying AI to satellite imagery.

AIMachine LearningSatellite ImageryPython
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BCNeMotorsport Autonomous Vehicle
2021-2022

BCNeMotorsport Autonomous Vehicle

Developed computer vision systems for a Formula Student race car.

Computer VisionC++ROSPython
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Education

MSc in Advanced Telecommunications Technologies

Sept 2024 - present

Polytechnic University of CataloniaBarcelona, Spain

• Major in Deep Learning for Multimedia Processing

• Worked on Language Modeling, Speech Recognition and Computer Vision projects

Deep LearningComputer VisionSpeech Recognition
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BSc in Telecommunications Engineering

Sept 2018 - Jan 2024

Polytechnic University of CataloniaBarcelona, Spain

• Specialized in Multimedia Processing

• Completed comprehensive studies in telecommunications and signal processing

TelecommunicationsSignal ProcessingMultimedia
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Ivan Romero