Passionate and skilled Bioinformatics professional with an eagerness for learning and implementing cutting-edge technologies such as ChatGPT and Accelerated Genomics Analysis with NVIDIA. A strong foundation in Biopharmaceutics, Investment, and Finance, complemented by proficiency in R, Python, Bash Shell, and various Bioinformatics tools. Experienced in conducting comprehensive research and developing machine learning models. Seeking to apply my technical and analytical skills to drive advancements in the Bioinformatics field.
Xinhao Sun
360 Huntington Ave
Boston 02115 MA US
sun.xinh@northeastern.edu
Assisted to establish the microbial limit test method of liver-protecting tablets and capsules, isolate and identify the contamination bacteria of samples, and evaluate the microbiological quality.
Analyzed company operating data descriptive analysis, regression analysis and analysis of variance by using Excel and related data visualization software.
Maintained and managed company’s business line information system, adjusted business processes according to business changes.
Assisted team to get sales increase from 825,000 to 10,930,000 through data analysis and related reports.
Analyzed company operating data and performance evaluation data to find business problems and offer optimizing suggestions.
Wrote market analysis and research report, extracted cycle data and made graphs to improve operational indicators.
Carried out academic promotion according to market strategies, publicized product knowledge and information to doctors to increase product market share.
Coursework: Bioinformatics Methods, Machine Learning, RNA-seq, Collect/Store/Retrieve Data, Info Design & Visual Analytics, Research Computing Training,Accelerated Genomics Analysis with NVIDIA Parabricks & RAPIDS
Passionate and skilled Bioinformatics professional with an eagerness for learning and implementing cutting-edge technologies such as ChatGPT and Accelerated Genomics Analysis with NVIDIA. A strong foundation in Biopharmaceutics, Investment, and Finance, complemented by proficiency in R, Python, Bash Shell, and various Bioinformatics tools. Experienced in conducting comprehensive research and developing machine learning models. Seeking to apply my technical and analytical skills to drive advancements in the Bioinformatics field.
Successfully reproduced the results of a complex scientific paper that used single-cell RNA sequencing to identify three distinct subpopulations of Cancer-Associated Fibroblasts (CAFs) in breast cancer. Utilized a genetically engineered mouse model of breast cancer and performed single-cell RNA sequencing of 768 transcriptomes of mesenchymal cells, replicating the original study's methodology...
Utilized the National Institutes of Health (NIH) database. Per
Performed exploratory data analysis on U.S. residents’ records and engineered features for higher efficiency of model. Trained machine learning models including Logistic Regression, Tree Based Classifiers, Ensemble Methods. Evaluated model performance of classification (accuracy and AUC) via k-fold cross-validation technique. Applied grid search for hyperparameter tuning to find optimal combination of parameters. Optimized the model to achieve performance of Accuracy by 91% and Sensitivity by 100%.
read in a file containing gene counts,
create a file containing information about your samples for Pathway Analysis
For example, entering your list of DE genes into DAVID and explore the pathways which are enriched
perform differential expression analysis to identify genes that changed in our experiment,
select different sample groups to compare in differential expression analysis.