Curriculum Vitae

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Profile

Data Engineer with experience building data pipelines, ML systems, and production APIs. Strong foundation in mathematics and computer science.

Education

MSc Computational Science (120 ECTS)

2024 - Sep 2026 | University of Zurich, Switzerland

Dual Degree: Mathematics & Computer Science (240 ECTS)

2020 - 2024 | Polytechnic University of Madrid (UPM), Spain
Entrance Grade: 13.451/14 · Average: 7.52/10

Experience

Data Foundation Data Engineer

May 2026 - Present | SCOR, Zurich, Switzerland / Paris, France
  • Architected and developed scalable data ingestion and transformation pipelines using Palantir Foundry.
  • Engineered automated data quality validation frameworks and statistical anomaly detection to maintain high reliability across enterprise datasets.
  • Built internal AI agents for intelligent data health monitoring, anomaly identification, and root-cause analysis.
  • Established data governance standards, structured data remediation/fixing workflows, and clear data ownership accountability.
scor.com

Research Assistant – Web Scraping & Data Analysis

Jan 2025 - Present | University of Zurich (UZH), Zurich, Switzerland
  • Orchestrated large-scale web scraping pipelines and data analysis for research projects at the Department of Economics and Business Administration.
  • Implemented sentiment analysis and data classification systems using various statistical methods and LLMs.
  • Performed fine-tuning of language models for domain-specific text classification and categorization tasks.
Official UZH Page

Web Engineer (Freelance)

Feb 2026 - Present | LeihBOX, Remote / Zurich, Switzerland
  • Debugging and performance optimization for the core platform; identified and resolved critical bottlenecks in system workflows.
  • Built automation tools for internal processes and self-management systems to increase operational efficiency.
  • Developed and integrated new features into the production environment, focusing on usability and workflow scalability.
leihbox.com

Backend Developer Intern (70%)

Jun 2025 - Mar 2026 | Nihito.io (ETH Startup), Zurich, Switzerland
  • Developed and maintained FastAPI backend services for MVP platform; designed and managed PostgreSQL schemas and queries.
  • Implemented multi-user features and operational tooling; improved reliability through structured logging and testing practices.
  • Managed DevOps operations: Docker-based deployments, cloud setup on AWS, object storage with MinIO (S3).

Testing & Use-case Validation Assistant (30%)

Jan 2025 - Feb 2026 | Scandit AG, Zurich, Switzerland
  • Set up test environments and validated ShelfView features; analyzed outputs and documented findings for product iterations.
  • Built automation and scripting tools in Python to streamline validation workflows and data collection.

Research Assistant – Web Scraping & Data Engineering

Apr 2025 - Aug 2025 | ETH Zurich (D-MTEC), Zurich, Switzerland
  • Built web scraping pipelines to collect and structure data from social media and advertising platforms for research.
  • Implemented anti-bot handling, validation and storage strategies; delivered clean datasets for downstream analysis.

Data Engineering Intern

Aug 2023 - Jul 2024 | Simulyde, Madrid, Spain
  • Designed and deployed MySQL database and internal data platform integrating APIs for financial/HR data management.
  • Built ingestion processes including web scraping, transformation and quality checks.
  • Developed forecasting prototypes for electricity demand and energy prices using time series and ML models.

AI Consultant Intern (Computer Vision)

Sep 2022 - Jul 2023 | SRM Consulting, Madrid, Spain
  • Developed Python tooling to extract datasets from satellite imagery and trained ML models with TensorFlow.
  • Applied transfer learning to improve classification/segmentation performance on cartographic use-cases.

Languages

Spanish

Native

English

C1 (Cambridge), IELTS 8.0

German

B2 (UZH, Jun 2025)

Skills

Data

PythonSQLPostgreSQLMySQLPalantir FoundryETL/ELTData ModelingData QualityData GovernanceAPIsWeb Scraping

ML/AI

Time SeriesForecastingRegressionNeural NetworksTensorFlowFeature EngineeringComputer Vision

Engineering

FastAPIDockerLinuxAWSMinIO (S3)GitTestingAgile/Scrum

Programming

Python (Advanced)RJavaC/C++MATLAB

Interests

Quantitative finance, energy systems, and open-source data tooling.

References

Professional references available on request.

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Contact

© 2026 Guillermo Filgueira