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the8thday/README.md

Cong Liu — Biology meets code. Bioinformatics, medical statistics and AI for science.

About · Selected projects · Toolbox · All repositories ↗

Hi, I'm Cong 👋

I work at the intersection of bioinformatics, medical statistics, and AI-assisted scientific analysis. I build analysis workflows and tools that connect biological questions with code, interpretable results, and reproducible reports.

我关注生物信息学、医学统计与 AI 辅助科研,把分析经验沉淀成可复用的流程、工具和笔记。

🧬 Explore biology — bulk RNA-seq, single-cell and spatial transcriptomics.
📐 Make methods explicit — statistical analysis for antibody and biologics research.
🤖 Build with agents — turn analysis workflows into reusable scientific tools.

Selected projects

AgenticPrism — Agent Skills for statistical analysis in antibody and biologics R&D. Explore repository. DESeq2Agent — RNA-seq differential expression workflows with R and Python. Explore repository. single_cell_RNA — Single-cell and spatial analysis workflows and notes. Explore repository. 16s_plot_R — Microbiome data visualization in R. Explore repository.

Currently building · AgenticPrism
Modular analysis skills for antibody and biologics R&D, with saved configurations, diagnostics, and reports. Public beta for research use; method-specific validation and limitations are documented in the repository.

Toolbox

Languages R · Python
Analysis Seurat · Scanpy · DESeq2 · SciPy
Reporting & workflows Quarto · R Markdown · Jupyter · Agent Skills


Better questions. Clearer methods. Reproducible science.
持续学习,认真分析,把好用的方法留下来。

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  1. AgenticPrism-SKILL AgenticPrism-SKILL Public

    Agent Skills for antibody and biologics R&D statistics: binding KD and BLI/SPR kinetics, dose response and ELISA, group statistics, in vivo efficacy, bioanalytical validation and ADA, CMC quality. …

    Python 1