
Expert in systems biology and neuroscience with a broad knowledge base. Skills include computational and experimental techniques, data presentation, and manuscript preparation. My track record shows my dedication to biological research and consistent contributions to innovative projects.
Computational
● Languages: R (advanced), Python (advanced), shell/bash scripting (intermediate), MATLAB (basic)
● Statistics: R, Python, Excel
● Bioinformatics: NGS data analysis (integrated bulk and single cell -omics), electrophysiological data analysis, image analysis automation with ImageJ
● Advanced network biology algorithms: biological network reverse engineering and protein activity estimation (ARACNe/VIPER), gene set enrichment analysis (GSEA), gene ontology (GO) analysis
● Data visualization: complex graphs and animations (R/Python), integrated genome browser
Experimental
● Genome engineering: CRISPR/Cas9 gene editing, Gibson assembly
● Molecular biology: bulk and single-cell RNA-seq, RT-qPCR, Sanger sequencing analysis, genotyping,
● Cell and tissue culture: neuronal differentiation and long-term culture (mouse and human embryonic stem cell), primary mouse CNS dissections and neural culture (cortical cell, cortical glia, spinal motor neuron)
● Other: immunostaining, fluorescence and confocal microscopy, microelectrode arrays, in vitro optogenetics, tissue sectioning