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anastev982/README.md

Hi, I'm Ana

I focus on structured, maintainable and practical data and software solutions.
My work centers around clarity, thoughtful design and reliable development workflows.

Areas of interest

  • Data analysis & modeling
  • Python development
  • Automation & tooling
  • Clean code practices

Tools & Technologies

  • Python, Pandas, NumPy
  • Scikit-learn
  • Jupyter, Matplotlib, Seaborn
  • Git / GitHub
  • APIs and data pipelines

Selected Projects

Anti-cancer drug effectiveness
Spectra clustering
LinkedIn job-market analysis

Connect

LinkedIn

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  1. anti-cancer-drug-effectiveness anti-cancer-drug-effectiveness Public

    ML project predicting anti-cancer drug response using molecular data (GDSC)

    Python

  2. jobs-in-demand-2025-26 jobs-in-demand-2025-26 Public

    EDA of 100k+ LinkedIn job postings: role mapping, skill extraction, cloud tech trends, and job-market insights.

    Jupyter Notebook

  3. spectromind-ir-spectra spectromind-ir-spectra Public

    PCA & KMeans clustering analysis of IR spectra (JCAMP-DX format)

    Jupyter Notebook

  4. fake-real-news-ml-vs-llm fake-real-news-ml-vs-llm Public

    Fake news classification using a classical Machine Learning baseline (TF-IDF + Logistic Regression) compared to modern LLM zero-shot models (GPT-4o-mini, GPT-4.1-mini, GPT-4o). Includes analysis, e…

    Jupyter Notebook