At Analytical Biosciences, I analyzed single-cell transcriptomics, spatial transcriptomics, and other multi-omics data using Python and R. I handled data acquisition, cleaning, format conversion, and in-depth analysis.
I designed project proposals and translated client requirements into analysis plans. Multiple projects were delivered, and two were published.
At Singleron Biotechnologies, I performed post-sales single-cell analysis, including cell clustering, differential expression, and cell-cell communication inference. I also developed reusable analysis workflows from ad hoc analyses.
At MGI Tech, I investigated sequencing quality issues and developed Python and R scripts to automate metric analysis, contributing to at least three technology transfers to production. Earlier, I worked on sequencing projects at BGI Research and trained learners in R, Linux, and sequencing data analysis at Jianming Biomedical.
