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Falz4i/README.md

Naufal Zainul Zaki — Data Science undergraduate at UMM, Indonesia. Open to Data Science internships.

Email Naufal   Explore my GitHub repositories

A little about me

I'm Naufal, an Informatics Engineering undergraduate at Universitas Muhammadiyah Malang, pursuing the Data Science track.

  • What I explore: data analysis, machine learning, and Indonesian natural language processing.
  • What I'm practicing: preparing data, evaluating models, and explaining results through notebooks and visualizations.
  • What's next: a Data Science internship where I can keep learning and contribute to real projects.

My toolbox

Python, R, MySQL, scikit-learn, Docker, Git, GitHub

Data & visualization: pandas · NumPy · Matplotlib · JupyterLab
Models & apps: scikit-learn · Hugging Face Transformers · Mesa · Streamlit

Featured work

A selection of academic and learning projects. Click a card to explore the repository.

Online Retail Sales Analysis — sales trends, product rankings, and customer RFM using Python and pandas

Indonesian Clickbait Classification — TF-IDF, Linear SVM, and IndoBERT Crop Yield Classification — Decision Tree and Naive Bayes on 10,000 records

Sleep and Productivity Simulation — synthetic agents, Monte Carlo, and Streamlit ITE Court Decision Retrieval — TF-IDF similarity search across 50 case records

Project context

The repositories contain the available code, data sources, evaluation notes, and limitations. Group projects credit their co-authors. The sleep simulation uses synthetic data; its outputs describe model behavior under stated assumptions.

GitHub activity

Naufal's GitHub statistics Languages used in Naufal's public repositories

Naufal's total contributions, current streak, and longest streak

Language percentages describe repository contents, including notebooks. Statistics may take time to refresh.

Let's connect

Interested in data projects, learning together, or internship opportunities?
naufalzainulzakiumm@gmail.com

Curious about data. Always learning. A little rawrr. 🦖

Visual credits

Custom banner and project cards for this profile. Technology icons by Skill Icons, statistics by GitHub Stats Extended, and contribution streak by GitHub Readme Streak Stats.

Pinned Loading

  1. cbr-ite cbr-ite Public

    TF-IDF retrieval and case-based reuse for 50 ITE court decision records, with documented evaluation limitations.

    Jupyter Notebook

  2. clickbait-nlp clickbait-nlp Public

    Indonesian clickbait classification using TF-IDF, Linear SVM, and IndoBERT, with dataset auditing and documented experiments.

    Jupyter Notebook

  3. crop-yield crop-yield Public

    Academic comparison of Decision Tree and Naive Bayes for crop productivity classification, with feature selection and evaluation notes.

    Jupyter Notebook

  4. sleep-simulation sleep-simulation Public

    Agent-based simulation of student sleep and productivity using synthetic data, Monte Carlo, and a Streamlit dashboard.

    Jupyter Notebook

  5. online-retail-sales-analysis online-retail-sales-analysis Public

    Analisis penjualan UCI Online Retail menggunakan Python, meliputi tren penjualan, produk terlaris, dan analisis pelanggan RFM. Dilengkapi Jupyter Notebook dan Docker.

    Jupyter Notebook