biological databases , Linux, Python, Bash, Multi-omics integration, Bioinformatics, High-performance computing, Omics analysis platforms, Bioinformatics pipelines, Reproducible research practices, Data integration approaches, R, Statistical analysis methods, Data Analysis, Bioinformatics software and tools