Ke H.
Principal Scientist, Data Science at Innovent Biologics
Based in Washington, United States
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Seniority
Director
Department
Science
Location
Washington
Industry
Pharmaceutical Manufacturing
Company size
833
Contact information
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k•••••••@innoventbio.com
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Background
About Ke H.
My work concerns bioinformatics pipeline development & data management in the area of genomics and antibody discovery. Technical Skills- Expert in Python, R, Java, C/C++, shell script, Jupyter Notebooks, Django, MySQL, NoSQL, Neo4j, and Git/Bitbucket- Proven experience in analyzing and managing large-scale omics datasets including DNAseq, RNAseq, and GWAS data under HPC/AWS environment- Experienced in machine learning methods such as CNN, GAN, random forest, SVMs, Lasso regression, KNN clustering, and PCA- Experienced in distributed pipeline managers: snakemake and Nextflow- Proficient in exploratory data analysis, visualization, and result presentation- Familiar with Javascript, React.js, REST API, HTML5, CSS, and Singularity.
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