Professional profile
Curriculum vitae
Computational biologist and research software engineer with experience across multi-omics,
proteomics, medical imaging, statistical methods, and scientific application development.
Last updated19 August 2026
May 2025–Present
Institute for Stroke and Dementia Research, LMU Klinikum
Postdoctoral Researcher
Developing reproducible computational methods for multimodal MRI segmentation,
cell-type attribution of bulk proteomics, 3D alignment of spatial transcriptomics, and
traceable neuroimaging evidence integration. The work combines statistical analysis,
machine learning, scientific software, and collaboration with biomedical researchers.
January 2022–April 2025
Biomedical Center, LMU Munich
Postdoctoral Researcher / Bioinformatician
Supported chromatin research through bulk and single-cell RNA-seq analysis,
interpretable visualizations, R Markdown reporting, and reproducible Snakemake
workflows. Developed research applications for biomedical information retrieval and
worked across R, Python, JavaScript, and web technologies.
September 2015–December 2021
Faculty of Medicine, LMU Munich
Research Assistant during PhD
Developed methods for the analysis, integration, and visualization of imaging and
liquid-chromatography mass-spectrometry data. Built R command-line workflows, R Shiny
interfaces, and an Electron application to make computational analyses accessible to
research collaborators.
April 2012–December 2012
Icelero Technologies, Bangalore
Senior Software Engineer
Contributed to an automated software-testing pipeline using Selenium WebDriver, Python,
Java, and AutoIt.
August 2009–March 2012
Jawaharlal Nehru Centre for Advanced Scientific Research
Scientific Programmer
Developed scientific C software for sparse-matrix eigensolvers, quantum-chemistry
calculations, and protein-function prediction. Also contributed to numerical studies
and debugging of scientific Fortran software.
February 2009–June 2009
Jawaharlal Nehru Centre for Advanced Scientific Research
Intern
Developed a C program for iterative calculation of the lowest eigenvalues and
eigenvectors of large real-symmetric matrices for a bachelor’s thesis project.
2015–2021
PhD in Computational Proteomics
Ludwig Maximilian University of Munich
2013–2015
MSc in Computer Engineering
King Abdulaziz University
2005–2009
BE in Computer Engineering
Visvesvaraya Technological University
Programming
R, Python, MATLAB, C, JavaScript, HTML/CSS, shell scripting
Computational biology
Bulk and single-cell sequencing, spatial omics, high-throughput proteomics, imaging mass spectrometry
Methods
Medical-image segmentation, machine learning, statistical inference, knowledge graphs, information retrieval
Research software
Snakemake, Linux and HPC workflows, R Shiny, Electron, FastAPI, reproducible reporting
View publication list
- Sequence and chemical specificity define the functional landscape of intrinsically disordered regions. Nature Cell Biology. 2026 Feb;28(2):323–337. DOI
- Optimizing biomedical information retrieval with a keyword frequency-driven prompt enhancement strategy. Aftab W, Apostolou Z, Bouazoune K, Straub T. BMC Bioinformatics. 2024. DOI
- Improving SWATH-MS analysis by deep-learning. Sun B, Smialowski P, Aftab W, Schmidt A, Forne I, Straub T, Imhof A. Proteomics. 2023. DOI
- Discovery of Native Protein Complexes by Liquid Chromatography Followed by Quantitative Mass Spectrometry. Aftab W, Imhof A. Advances in Experimental Medicine and Biology. 2021. DOI
- ImShot: An Open-Source Software for Probabilistic Identification of Proteins In Situ and Visualization of Proteomics Data. Aftab W, Lahiri S, Imhof A. Molecular & Cellular Proteomics. 2022. DOI
- MALDI-IMS combined with shotgun proteomics identify and localize new factors in male infertility. Lahiri S, Aftab W, Walenta L, et al. Life Science Alliance. 2021. DOI
- Systematic functional analysis of SARS-CoV-2 proteins uncovers viral innate immune antagonists and remaining vulnerabilities. Hayn M, Hirschenberger M, Koepke L, et al. Cell Reports. 2021. DOI
- The Integrity of the HMR complex is necessary for centromeric binding and reproductive isolation in Drosophila. Lukacs A, Thomae AW, Krueger P, et al. PLoS Genetics. 2021. DOI
- Molecular Connectivity of Mitochondrial Gene Expression and OXPHOS Biogenesis. Singh AP, Salvatori R, Aftab W, et al. Molecular Cell. 2020. DOI
- Mapping protein networks in yeast mitochondria using proximity-dependent biotin identification coupled to proteomics. Salvatori R, Aftab W, Forne I, et al. STAR Protocols. 2020. DOI
- Molecular Wiring of a Mitochondrial Translational Feedback Loop. Salvatori R, Kehrein K, Singh AP, et al. Molecular Cell. 2020. DOI
- Msp1 cooperates with the proteasome for extraction of arrested mitochondrial import intermediates. Basch M, Wagner M, Rolland S, et al. Molecular Biology of the Cell. 2020. DOI
- A Novel Kernel for RBF Based Neural Networks. Aftab W, Moinuddin M, Shaikh MS. Abstract and Applied Analysis. 2014. DOI
- On Classification of PDZ Domains: A Computational Study. Aftab W, Memic A, Baleanu D. Mathematical Problems in Engineering. 2013. DOI