MA
Menna Arafat
Bioinformatician & Statistician at El-Beltagy Therapeutics Company
EgyptWork Experience
Bioinformatician & Statistician
El-Beltagy Therapeutics Company
May 2024 - Present -11 months
Egypt
- Job Details:Performing advanced statistical and computational analyses on genomic, transcriptomic, and proteomic datasets in oncology projects. Applying integrative approaches, such as multi-omics data fusion and network-based modeling, and drug combination analysis for drug repurposing. Supporting grant applications and research proposals.
Bioinformatics Research Assistant
57357 Children Cancer Hospital Egypt
May 2023 - Apr 2024 -11 months
Egypt
- Job Details:Developing and maintaining robust bioinformatics pipelines for high-throughput data processing. Co-author on three research projects, contributing to WGCNA, time-series modeling, multi-omics integration, functional enrichment, and data visualization in R.
Education
Bachelor's Degree in Medicine and Surgery
Mansoura UniversityJan 2014 - Jan 2021 - 7 yr
Skills
- R programming for data cleaning, visualization, and statistical analysis using Bioconductor
- Python, command-line scripting, and Linux for high-throughput bioinformatics workflows
- Downstream analysis of transcriptomics, genomics, methylome, proteomics, and metabolomics
- Integration with public databases: TCGA, cBioPortal, CMAP, DepMap, KEGG, STRING
- Multi-omics integration (MOFA, DIABLO), time-series analysis (GAM, GLMM)
- Advanced statistical modeling (regression, confounder detection, effect modification)
- Single-cell analysis pipelines; niche detection, CCC, lineage analysis
- Machine learning for supervised and unsupervised learning
Languages
Arabic
FluentEnglish
Intermediate