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alexanderwu/README.md

Hi there 👋

I'm Alex. I'm interested in all aspects of using data for good. I want to be a data scientist or machine learning engineer.

  • Languages and Programming: Python, SQL, R, JavaScript, Java, C++, Rust, Go
  • Python for Data Science: Pandas, Polars, NumPy, Scikit-learn, FastAPI, Pydantic, Jupyter Notebook
  • Visualization and Communication: Plotly, Matplotlib, Streamlit, Figma, stakeholder reporting
  • Statistical Modeling: Experimental design, Causal inference, Hypothesis testing
  • Machine Learning: Regression, SVM, Random Forests, Gradient Boosting, Neural Networks
  • Natural Language Processing: NER (Named Entity Recognition), Topic Modeling, LLMs
  • Web Technology: REST API, HTML, CSS, React, DuckDB, PostgreSQL, MongoDB, MySQL
  • Software Practices: Agile development, unit testing, code review, CI/CD pipelines
  • Big Data and Cloud: Spark, Hadoop, Docker, Linux, Git, AWS (Amazon Web Services)

LinkedIn | Website

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  1. MedAgent MedAgent Public

    Ask natural-language questions over public clinical datasets

    Jupyter Notebook

  2. ClinAgent ClinAgent Public

    Ingest ClinicalTrials.gov data

    TypeScript

  3. aw aw Public

    Alex Wu's utility functions for data processing, visualization, and reporting

    Python

  4. alexanderwu.github.io alexanderwu.github.io Public

    My personal website built with Hexo and my own CSS

    HTML

  5. job-scout job-scout Public

    Job-search assistant

  6. music-player music-player Public

    Desktop music player learning project built with Claude

    Svelte