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MS Bioinformatics student at COMSATS, graduating February 2027. Building reproducible pipelines and ML models for genomics and vaccine design.

Featured Work

Highlighting impactful bioinformatics projects

VACCINE DESIGN

Vaccine Epitope Prediction Dashboard

Deployed Streamlit app predicting candidate vaccine epitopes using MHCflurry.

RNA-Seq

RNA-Seq DEG Analysis — C. elegans

End-to-end pipeline finding 947 sex-specific DEGs, with volcano plot and heatmap visualization.

ML Classifier

Breast Cancer Subtype Classification

Random Forest classifier predicting malignant vs. benign tumors from gene expression features, 96.5% accuracy on the Wisconsin dataset.

Latest Posts

Most naive implementations sum amino acid weights and come out hundreds of Daltons too heavy...
The two-line versions of GC content and reverse complement are wrong on real data. Here...