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Yuanyuan FengYF

Yuanyuan Feng

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

€400/day
Lille, FR
3-7 years

Average response time: 1 hour

About 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.
  • English

    Native or bilingual

  • French

    Basic

  • Chinese

    Native or bilingual

Can work on-site
Lille (up to 50km)

Experience

  • Upwork
    Freelance Data Scientist
    January 2025 - October 2025 (9 months)
    • Built client-facing Python and SQL workflows from messy raw inputs to cleaned tables, metric logic, validation checks, and reporting outputs.
    Python SQL Database Management (e.g., SQL, NoSQL) Data integration (ETL, ELT and data warehousing) ETL (Extract, Transform, Load) Processes
  • University of Reading
    Associate Lecturer
    September 2023 - May 2024 (8 months)
    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 Database Management (e.g., SQL, NoSQL) External API integration A/B Testing
  • Zhejiang University
    PHD Researcher
    September 2018 - December 2024 (6 years and 3 months)
    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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Education

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

Skill set

Categories