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Yunjie Liu
Junior Software Engineer specializing in bioinformatics and full-stack development
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About
Built and stabilized production data pipelines in clinical genomics, including integrating a qPCR step into Baylor Genetics' workflow with a focus on reliability, turnaround time, and reducing manual intervention. Also has hands-on LLM production experience, creating a Python/OpenAI-based translation evaluation pipeline that reduced manual review time by 70% and improved scoring consistency.
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Key Strengths
- end-to-end ownership of clinical pipeline deployments
- cross-functional stakeholder management in ambiguous environments
- production stabilization for 24/7 operational workflows
- reliability-focused pipeline improvement through validation and error handling
- LLM-based evaluation workflow design for machine translation
- reduced manual evaluation time by 70%
- debugging intermittent upstream data integration issues
- building resilient data pipelines with fallback paths and automated alerts
- turning messy real-world inputs into standardized backend workflows
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