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micagonzdark/README.md

Hi, I'm Micaela 👋

Data Science Student (UBA / Télécom Paris) & Research Scholar @ Instituto del Cálculo (UBA)

I specialize in analyzing complex social and systems behavior through data, from public health networks to financial markets.

🛠️ Tech Stack: Python (Polars, DuckDB, SciPy, NetworkX, Scikit-learn) | R | SQL | Marimo

🚀 Featured Projects

🔬 Research & Academic

  • 🏥 RedesHospitales: Research on patient transfer networks in Buenos Aires. Analysis of complex graphs to optimize health system logistics. (Instituto del Cálculo - UBA)
  • 🗣️ Political Hate Speech Analysis: NLP project using Computational Social Science methods to analyze the dynamics of toxic speech and hate campaigns directed at French political figures (Macron, Le Pen, and Jordan Bardella). (Télécom Paris Exchange)

📈 Personal & Data Engineering

  • 📉 Fintech Screener: High-performance anomaly detection for the Argentine market using signal processing and the Modern Data Stack. (Polars, DuckDB, SciPy)
  • 📰 Wiki Scraper CLI: Modular terminal application for real-time news extraction and NLP trend analysis. (Typer, BeautifulSoup)

📫 Connect with me: LinkedIn: Micaela Gonzalez Dardik

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  1. argentinian-markets argentinian-markets Public

    Reactive financial dashboard to analyze Argentine market volatility and the CCL Dollar. Built with the Modern Data Stack (Polars, DuckDB) and signal processing (SciPy) to separate market trends fro…

    Python

  2. signal-processing-UBA-2026 signal-processing-UBA-2026 Public

    Exactas UBA: Applied Digital Signal Processing. Class notes turned into Python, NumPy, and SciPy code.

    Python

  3. RedesHospitales RedesHospitales Public

    Graph and geospatial analysis of patient trajectories across 14 public hospitals in Buenos Aires. Research conducted at UBA to understand and optimize public health networks.

    Jupyter Notebook

  4. wikipedia-scraper wikipedia-scraper Public

    Modular Python CLI tool that scrapes news headlines, cleans text (basic NLP), and analyzes daily trends. Built to practice web scraping and terminal interface design.

    Python

  5. ComputationalSocialSciences ComputationalSocialSciences Public

    Hands-on data analysis examples in Computational Social Sciences: content moderation, platform analytics, and transparency data exploration.

    Jupyter Notebook 1 1