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nesirli/README.md

Hi there 👋

  • 15+ years in clinical microbiology, 4 years computatoinal biology/bioinformatics
  • Bioinformatics researcher specializing in microbial genomics and antimicrobial resistance (AMR)
  • Building machine learning models to combat antibiotic resistance and analyze pathogen evolution
  • Developing Python/FastAPI solutions for genomic data processing and analysis
  • Expert in phylogenomics, comparative genomics, and resistome analysis
  • Passionate about reproducible research and open science in infectious disease genomics

🔬 Current Focus

  • Machine learning for AMR prediction and surveillance
  • Microbial genome assembly and annotation pipelines
  • Population genomics of bacterial pathogens
  • Bioinformatics tool development for clinical microbiology

🛠️ Tech Stack

  • Languages: Python, R, Bash/Shell
  • Frameworks: FastAPI, Nextflow
  • Genomics: BWA, SAMtools, SPAdes, Prokka, Roary, Bakta, ResFinder, CARD, AMRFinderPlus, QIIME2
  • ML/Data: scikit-learn, pandas, Biopython, TensorFlow/PyTorch

🌐 Connect


"Decoding microbial resistance through data science"

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