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NasirNesirli/README.md

Hi, I'm Nasir

🧬 Bioinformatics Engineer

I work at the intersection of clinical microbiology, genomics, and machine learning, with a focus on antimicrobial resistance (AMR) and pathogen genomics.

🔬 What I Do

  • AMR Genomics: Building ML models for antimicrobial resistance prediction
  • Pipeline Development: Creating end-to-end genomic workflows with Nextflow
  • Clinical Diagnostics: Bridging wet-lab microbiology with computational analysis
  • Pathogen Classification: Developing ML-based classification systems from raw reads

🛠️ Tech Stack

Python PyTorch Nextflow Docker Bash

  • Languages: Python, R, Bash
  • ML/DL: PyTorch, scikit-learn, HuggingFace Transformers
  • Bioinformatics: Nextflow, nf-core, SPAdes, Prokka, AMRFinder
  • Data: Pandas, NumPy, Matplotlib
  • Infrastructure: Docker, Git, FastAPI

🧪 Current Projects

  • AMR-BERT Pipeline: Transformer-based AMR prediction using DNABERT2
  • Genomic Workflows: Modular Nextflow pipelines for bacterial WGS analysis
  • Pathogen Classification: ML models for species identification from sequencing data

🎓 Background

  • MSc Bioinformatics - University of Birmingham (2024-2025)
  • 10+ years clinical microbiology & laboratory leadership
  • Current: Leading multi-site clinical microbiology lab setup in Azerbaijan

📫 Connect

Popular repositories Loading

  1. NasirNesirli NasirNesirli Public

  2. kleb-amr-project kleb-amr-project Public

    Interpretable Deep-Learning and Ensemble Models for Predicting Multidrug Resistance in Klebsiella pneumoniae

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