OPERATIVE_PROFILE
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DING-YANG LIU
"Decoding life's complexity through code."
SYSTEM_STATUS
Integrates Biology, Engineering, and Life Skills for holistic problem solving.
Rapidly assimilates new technologies and environments (e.g., Diving, New Tech Stacks).
Designs scalable, automated infrastructures for data analysis and reporting.
OPERATIONAL_HISTORY
Engineering clinical AI solutions with hospital collaborators, centered on multi-modal modeling for Alzheimer's disease.
Graduate training centered on multi-omics analysis, data integration, and biomarker discovery using machine-learning approaches. Developed end-to-end analytical workflows—from pipeline construction to downstream processing, visualization, and result interpretation.
responsible for developing automated NGS/qPCR gut microbiome reporting pipelines on GCP, performing preprocessing and analysis using QIIME2 and pandas, generating visualizations with matplotlib and Seaborn, and delivering JSON-based results for frontend rendering, alongside literature review and web-scraping to optimize workflows.
Studied organic chemistry, biochemistry, molecular biology, and standard wet-lab experimental techniques. Joined a structural bioinformatics laboratory, where I began working with protein structure analysis and gained my first experience in computational biology.