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  • Comsats University Islamabad
  • Islamabad, Pakistan

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aysanraza/README.md

Unlocking the mysteries of life with bioinformatics and machine learning.

Hi, i am a bioinformatics and machine learning expert with a passion for using computational tools to understand biology and medicine. I specialize in developing and applying in silico methods to analyze large-scale datasets, identify patterns, and make predictions.

I'm excited to collaborate with other researchers on projects that advance our understanding of human health and disease. If you have a research idea that could benefit from my expertise, please don't hesitate to email me at aysanraza@gmail.com. Together, we can uncover new insights and make a real difference in the world.

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  1. carcinoma-classifier carcinoma-classifier Public

    The logistic regression algorithm trained on TCGA transcriptomics dataset of rna-seq to classify three different human cancers.

    Jupyter Notebook

  2. antibiotic-finder antibiotic-finder Public

    The ensemble based gradient boosting algorithm trained on chemoinformatics dataset of beta-lactam antibiotics to repurpose the anti-infectious FDA approved beta-lactam alternatives.

    Jupyter Notebook

  3. polio-pathan polio-pathan Public

    Nextflow pipeline for polio virus genome mapping, variant calling and phylogenetics analysis. It is a fast track pipeline designed to help polio eradication unit of Pakistan.

    Nextflow

  4. protein-chemistry protein-chemistry Public

    Nextflow pipeline for extracting UniProt IDs and predicting chemical properties of proteins.

    Nextflow

  5. lrrk2-blocker lrrk2-blocker Public

    The multilayer Perceptron algorithm trained on Chemoinformatics dataset of LRRK2 Gene inhibitors to screen the new potential inhibitors.

    Python 1

  6. parkinson-explorer parkinson-explorer Public

    The multilayer Perceptron algorithm trained on Proteomics dataset of Parkinson disease for screening the new potential proteome.

    Jupyter Notebook