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jjurvans/README.md

Hi there! I'm Dr. Jaana Jurvansuu

I'm a molecular biologist employing bioinformatics, data science, and machine learning to uncover patterns in genetic sequences, ecological systems, and public health.

🌍 Research Focus

Virology and Wastewater-Based Epidemiology.

🧰 Technical Skills:

  • Bioinformatics Methods: Virome analysis, bacterial 16S analysis, metagenomics, gene expression profiling, and computational pipelines.
  • Machine Learning: Predictive modeling, data preprocessing, feature engineering, and analysis for biological and health data.
  • Large Language Models (LLMs): Utilizing LLMs for code generation, data frame creation, and automation to streamline data science workflows.
  • Programming Languages: Python | R | SQL

🛠 Toolbox Essentials:

Pandas | NumPy | SciPy | Scikit-Learn | Matplotlib | pygam | xgboost | lightgbm | Seaborn | Statsmodels | Imbalanced-learn | GeoPandas

💡 Let’s Connect!

Have questions, comments, collaboration ideas? Get in touch! LinkedIn: jaanajurvansuu

Pinned Loading

  1. Wastewater_Microbial_Markers Wastewater_Microbial_Markers Public

    Machine Learning-Based Identification of Wastewater Treatment Plant-Specific Microbial Markers Using 16S rRNA Sequencing

    Python 1

  2. Advanced-Data-Science-with-IBM-Specialization Advanced-Data-Science-with-IBM-Specialization Public

    Jupyter Notebook

  3. SpaceY SpaceY Public

    Applied Data Science Capstone

    Jupyter Notebook