Yichen G. Email & Phone Number

Washington, District Of Columbia, United States

• Led the improvement and optimization of the Bayesian Hierarchical Integrative Model for multi-omics data, integrating over 3,000 miRNA-mRNA pairs and applying biological domain expertise to pinpoint potential.
• Refined existing Bayesian calculation R code for efficiency and am co-developing a package for Hierarchical Integrated Bayesian miRNA-mRNA analysis with biological validation, publication in progress.

Washington, District Of Columbia, United States

- Conducted a comparative analysis of autoencoders and traditional dimension reduction methods like PCA, t-SNE, and UMAP, aiming to provide meaningful lower-dimensional representations of high-dimensional multi-omics data while retaining critical biological insights, especially in miRNA-mRNA associations.- Utilized Bayesian Neural Networks to predict.

Remote

- Mining metrics like each carrier’s average shipping time and delay in shipments from the company’s monthly shipment data in MySQL, analyzed and visualized these data in Excel and Tableau. Individually generated reports of the current shipping qualities and presented in department meetings- Developed a shipment qualification model based on over 100,000.

- Extracted over 200,000 weekly user activities data from the company’s SQL database, generated user metrics such as average training time, premium account subscription rate, and average course completion rate and cleaned up the datasets with NumPy and pandas. Visualized the weekly changes with Matplotlib and report in department’s weekly meeting..

Doctor Of Philosophy - Phd, Biostatistics

Master Of Science - Ms, Data Science And Analytics

Bs./Ba., Economic & Math/History

Education record