Xiurui Zhu

⚫熟悉多组学医疗大数据挖掘分析，具备根据业务特点研发复杂模型的能力。⚫具备深度学习算法在生信研发中的应用能力。⚫熟练掌握R（含Rcpp）和python语言，了解C++的基本使用方法。⚫熟练掌握nextflow和Galaxy进行生物信息流程的开发和部署。⚫熟练掌握概率统计和模式识别等数学工具并能够进行创新性应用，解决研发中的实际问题。⚫熟练掌握R和python软件包的开发，熟练掌握代码合作开发的工具和技能：git、多版本文档部署（sphinx-multiversion）、代码检查（pre-commit）和CI/CD等。⚫熟练使用linux系统，以及slurm和k8s等分布式高性能计算集群进行大规模生信计算。⚫熟练掌握Cytoscape、igraph、edgebundleR等网络分析展示平台/工具包的使用。⚫Competence in multi-omics biomedical data science; capability in building complex models tailored with project specialties⚫Capability to incorporate deep learning algorithms in bioinformatics R&D⚫Competence in R (including Rcpp) and python; also C++ for some cases requiring computational efficiency⚫Competence in nextflow and Galaxy for the development and deployment of bioinformatic workflows⚫Competence in statics and mathematical tools and conception of their novel applications to solve problems in R&D⚫Competence in package development in R and python; competence in git, multi-version doc generation/deployment (sphix-multiversion), code check (pre-commit) and CI/CD⚫Capability in working on linux system, and distributed high-performance clusters including slurm and k8s⚫Competence in bioinformatic tools including Cytoscape, igraph and edgebundleR