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Yuanyuan FengYF

Yuanyuan Feng

Data Engineer | Python, SQL, dbt, Airflow, Cloud

400 €/jour
Lille, FR
3-7 ans

Délai de réponse moyen : 1h

À propos de Yuanyuan

I am a Data Engineer / Analytics Engineer based in France, focused on building reliable ELT pipelines, dbt data models and analytics-ready datasets.

I help teams transform messy multi-source data into clean, tested and documented tables for BI, reporting, operations and ML use cases. My work usually covers API/database ingestion, warehouse modeling, dbt staging and marts, KPI logic, data quality checks, source freshness monitoring and workflow automation.

My main stack includes Python, SQL, dbt, Airflow, BigQuery, AWS S3/Athena, PostgreSQL, DuckDB, Docker and GitHub Actions.

I can support teams that need to:
• build or improve ELT pipelines,
• design dbt models, tests and documentation,
• clean and standardize fragmented datasets,
• create governed KPI marts and dashboard-ready tables,
• add validation, monitoring and CI checks,
• investigate unreliable or inconsistent data workflows.

I have a PhD in Computer Science and a strong background in data modeling, optimization, reproducible workflows and technical teaching. I am especially interested in projects where data quality, reliability and clear business logic matter more than just moving data from one place to another.

I work mainly in English and am available for remote or hybrid freelance missions in France and Europe.
  • Anglais

    Bilingue ou natif

  • Français

    Notions

  • Chinois

    Bilingue ou natif

Accepte de travailler sur site
Lille (jusqu’à 50 km)

Expériences

  • Upwork
    Freelance Data Scientist
    janvier 2025 - octobre 2025 (9 mois)
    • Built client-facing Python and SQL workflows from messy raw inputs to cleaned tables, metric logic, validation checks, and reporting outputs.
    Python SQL Gestion de base de données (SQL, NoSQL, etc.) Intégration de données (ETL, ELT et entreposage de données) Processus ETL (Extract, Transform, Load)
  • University of Reading
    Associate Lecturer
    septembre 2023 - mai 2024 (8 mois)
    Reading, UK
    • Taught practical labs in Python, SQL, and Java, with emphasis on debugging, clear workflows, and applied problem solving.
    • Supported project-based coursework and used assignment outcomes to improve delivery and learner support.
    SQL Python Gestion de base de données (SQL, NoSQL, etc.) Intégration d’une API externe Test A/B
  • Zhejiang University
    PHD Researcher
    septembre 2018 - décembre 2024 (6 ans et 3 mois)
    Hangzhou, Zhejiang, China
    • Standardized fragmented datasets and computational workflows across projects, improving reproducibility, data consistency, and downstream reuse.
    • Built Python and MATLAB tools for optimization, analysis, and decision support on complex operational problems.
    • Translated technical methods into reports, visualizations, and presentations for mixed academic and industry audiences.

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Formations

  • MSc
    National Tsing Hua University
    2013
    Power Mechanical Engineering
  • PhD
    Zhejiang University
    2024
    Computer Science & Technology

Compétences

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