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Yuanyuan FengYF

Yuanyuan Feng

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

400 €/Tag
Lille, FR
3-7 Jahre

Durchschnittliche Reaktionszeit: 1h

Über 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.
  • Englisch

    Muttersprachlich oder zweisprachig

  • Französisch

    Grundkenntnisse

  • Chinesisch

    Muttersprachlich oder zweisprachig

Vor Ort möglich
Lille (bis zu 50 km)

Projekt- und Berufserfahrung

  • Upwork
    Freelance Data Scientist
    Januar 2025 - Oktober 2025 (9 Monate)
    • Built client-facing Python and SQL workflows from messy raw inputs to cleaned tables, metric logic, validation checks, and reporting outputs.
    Python SQL Datenbankmanagement (z. B. SQL, NoSQL) Datenintegration (ETL, ELT & Data Warehousing) ETL-Prozesse (Extrahieren, Transformieren, Laden)
  • University of Reading
    Associate Lecturer
    September 2023 - Mai 2024 (8 Monate)
    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 Datenbankmanagement (z. B. SQL, NoSQL) Externe API-Integration A/B-Tests
  • Zhejiang University
    PHD Researcher
    September 2018 - Dezember 2024 (6 Jahre und 3 Monate)
    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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Ausbildung und Abschlüsse

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

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