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)


