● Build Statistics and Machine Learning Platform for Clinical Data Analysis Independently ○ Including Pearson, Spearman, kendall, t-test, chi-square test, ANOVA; Linear, logistic, lasso, ridge, decision tree, SVM, random forest, XGBoost, naïve bayes, KNN, K-means.● Main developer of DbABC(Database of Antibiotic resistome and Biosysthetic gene).○ Collect, clean, organize data from MIBIG, CARD, MeSH and build connections between databases○ Build and deploy analysis tools such as BLAST, RGI.○ Develop Website display and downloading results● Spark Machine Learning programming and testing ● Building Somatic mutation pipeline ● Led the project to build a Whole-Exome Sequencing (WES) Tumor analysis pipeline by:○ processing, filtering and calculating NGS DNA data○ generating scientific reports for research and clinical usage○ using CWL (Common Workflow Language) with JavaScript and YAML● Contributed to the Whole-Exome Sequencing (WES) and the Whole Genome Sequencing (WGS) Downstream Analysis● Contributed to the drug-disease database project:○ parsing the data from drugbank and NCBI databases○ designing and building relational databases for storing the filtered and organized datasets● Testing and modifying Chinese medicine clinical trial equipment management system.● Researcher for Knowledge graph for precision medicine: study from Clinical Knowledge Graph, PrimeKG, and other medical-related knowledge graph systems, organize and process data, and design and construct knowledge graph structure.● Instructor of bioinformatics teaching lectures for Xie He hospital inner training.● Writing scientific articles for Qi He Medical Official account.

● Contributed to the Alzheimer’s Disease self-antibody biomarker project by: ○ Collecting and using meta-analysis to compare and analyze different medical papers ○ Training clinical data using ML models (random tree and SVM) ○ Analyzing, processing project related data and generate reports using Python and Excel○ Translating and writing English documents related to the project ● Helped with the development of a healthcare information management system by designing and building MySQL databases for storing patients’ medical records and clinical data

● Contributed to the Thalassemia project by writing scripts and using bioinformatics tools to process illumine BCL files and build an NGS pipeline ● Maintained the company owned Linux centos servers ● Wrote review reports regarding different cancer gene locus ● Contributed to the renovation and development of the company official website

developmental psychology. child and adolescent education

cognitive psychology lab

evolution and bioinformatics