Skip to content
Bennett Woods
☰ Menu

Data Analyst • Engineer • Developer

Utilizing user stories, data and testing to weave customer needs into actionable business insights.
Develop strategies to clean, prepare and model data using ML and AI tools.

Skills & Abilities

Python & Data

Pandas, NumPy, scikit-learn, statsmodels, notebooks, Machine Learning and tuning, ETL.

SQL & Warehousing

Modeling, queries and query development, performance, Postgres/SQLite, reporting.

Visualization

Tableau, InDesign, Figma, clear story design, accessibility and interaction.

Forecasting

ARIMA, cross-validation, RandomForest, linear regression, evaluation/diagnostics, baselines → ML.

Quality & Ops

Version control, Github, CI/CD, reproducibility, documentation, lint/format.

Communication

Executive summaries, detailed storytelling, stakeholder alignment, clear recommendations.

Projects

Customer Churn Analysis

2025

End-to-end analysis with synthetic data, feature engineering, and Tableau dashboards. Includes data dictionary, reproducible notebooks, and business recommendations.

  • Python
  • Tableau
  • EDA

GDP Forecasting

2025

ARIMA baseline + ML pipeline with cross-validation, error analysis, and report. Forecasts 30 years ahead with uncertainty bands.

  • Time Series
  • Pandas
  • ARIMA

See all projects →

Contact