Curriculum Vitae

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Profile

MSc Computational Science (UZH) + Mathematics & Computer Science (UPM). Data Engineer focused on building reliable pipelines and production-ready data systems with Python and SQL. Hands-on experience in data engineering, web scraping, backend development, and applied ML. Specialized in ETL/ELT pipelines, cloud deployments, and containerized environments. Interested in Data Engineering / Data Science, ML (time series, forecasting), and quantitative/financial analytics.

Education

MSc Computational Science

2024 - 2026 | University of Zurich, Switzerland

Dual Degree: Mathematics & Computer Science (240 ECTS)

2020 - 2024 | Polytechnic University of Madrid (UPM), Spain
Entrance Grade: 13.351/14 · Average: 7.52/10

Professional Experience

Backend Developer Intern (70%)

Jun 2025 - Present | 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 - Present | 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)

Technical Skills

Data

PythonSQLPostgreSQLMySQLETL/ELTData ModelingData QualityAPIsWeb Scraping

ML/AI

Time SeriesForecastingRegressionNeural NetworksTensorFlowFeature EngineeringComputer Vision

Engineering

FastAPIDockerLinuxAWSMinIO (S3)GitTestingAgile/Scrum

Programming

Python (Advanced)RJavaC/C++MATLAB

Interests

Data Engineering, analytics and visualization, statistical modeling, machine learning, time series forecasting, big data systems, quantitative finance, risk analytics, probability and statistics.

Contact

© 2026 Guillermo Filgueira