Siwen Zhang
  • Professional Activities
  • Skills
  • Publications
  • CV

On this page

  • Programming Languages
  • Visualization & Analytics
  • Machine Learning
  • Bioinformatics & Omics
  • Workflow & Automation

🧠 Skills

Below is a snapshot of the core skills I apply across translational bioinformatics, data science, and workflow engineering.

Programming Languages

Python icon Python
R icon R
Shell icon Shell scripting
SQL icon SQL (MySQL)
C icon C (basic)
Java icon Java (basic)

Visualization & Analytics

Matplotlib icon Matplotlib
Seaborn icon Seaborn
ggplot2 icon ggplot2
Plotly icon Plotly
Folium icon Folium
Tableau icon Tableau (basic)

Machine Learning

Sklearn icon Sci-kit Learn
TensorFlow icon TensorFlow
Keras icon Keras
HuggingFace icon HuggingFace

Bioinformatics & Omics

Genome icon Genome
(WGS, panels)
Transcriptome icon Transcriptome
(RNA-seq)
Methylome icon Methylome
(bisulphite-seq)
NGS icon NGS platforms
(Illumina, MGI)
TGS icon TGS platforms
(Nanopore, PacBio)

Workflow & Automation

Docker icon Docker
Git icon Git
WDL icon WDL / Cromwell
Galaxy icon Galaxy