Qin Kimiao
@qinkimiao
Data engineer specializing in end-to-end ETL and data governance, building reliable pipelines across complex systems.
What I'm looking for
I’m a data engineer with a U.S. master’s in Computer Engineering and 2 years of specialized experience in data governance and full-life cycle ETL development in the biopharmaceutical industry. I’ve independently led multi-source heterogeneous data migrations, improving cross-system data consistency from <60% to nearly 100% while processing 12,000+ records across 140+ fields.
In practice, I build robust pipelines with Python (Pandas, SQLAlchemy), SQL, and Airflow, and I’m rigorous about data quality—profiling completeness/uniqueness/consistency, defining exception rules, and creating SOPs and coding norms. I also bridge business requirements and technical implementation, replacing manual workflows with automated quality inspection DAGs and delivering standardized, compliant data for business use, including website backend governance and cross-region logic updates.
Experience
Work history, roles, and key accomplishments
Data Development Engineer
Shanghai RNACure Biopharma Co., Ltd.
Jan 2024 - Oct 2025 (1 year 9 months)
Led data governance and full-life-cycle ETL development for the company’s OA system, unifying product, inventory, procurement, and production data across business lines. Orchestrated multi-source legacy migrations and increased cross-system data consistency from below 60% to nearly 100%, processing 12,000+ records across 140+ fields.
Laboratory R&D Assistant
LEAF AI Lab, Stevens Institute of Technology
Jun 2022 - Jan 2023 (7 months)
Contributed to an intelligent vaccine adverse reaction monitoring system by building NER and medical entity normalization modules. Integrated Stanza and spaCy with MedDRA dictionary matching (LCS/TF-IDF/Rouge-L) to produce high-quality labeled data and improve entity matching performance.
Education
Degrees, certifications, and relevant coursework
Stevens Institute of Technology
Master of Science, Computer Engineering
2020 - 2022
Earned an M.S. in Computer Engineering from Stevens Institute of Technology in Hoboken, NJ.
University of South Florida
Master of Science, Environmental Engineering
2018 - 2019
Earned an M.S. in Environmental Engineering at the University of South Florida in Tampa, FL.
Shanghai Institute of Technology
Bachelor of Science, Environmental Engineering
2013 - 2017
Completed a B.S. in Environmental Engineering at Shanghai Institute of Technology in Shanghai, China.
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