ExtrOrdinate

ExtrOrdinate helps organizations make full use of data to advance scientific or business interests with AI algorithms, data curation, visualization, and workflow automation. If you work with ExtrOrdinate, you can expect an innovative solution developed with a focused, resourceful, and collaborative approach for the duration of the project.
Services provided include:

Artificial Intelligence: customized machine learning and deep learning with the most advanced and widely-used tools
Data-collection consulting, data cleaning and QC
Automating recurring analytical tasks or reading/writing tasks with utilization of ChatGPT APIs
Mapping and geospatial analysis
Web-based interactive dashboards
Modeling, uncertainty analysis, and forecasting with advanced statistical tools
Technical programming for engineering, scientific, and quantitative fields
Customized publication-quality visualizations

Solutions are primarily developed using the Python® programming language and associated libraries like Pandas, NumPy/SciPy, GeoPandas, scikit-learn, Keras/TensorFlow, XGBoost, and statsmodels.

Water Resources

Automated subsidence trends, anomaly detection and mapping for both Harris-Galveston and Fort Bend Subsidence Districts' annual groundwater reporting.

https://hgsubsidence.org/science-research/district-research/annual-groundwater-reports/

Survey Design

Survey designed for City of Cotulla, TX using machine-learning algorithms: k-means clustering and support vector machine classification to optimize field data-collection strategy. Efforts led to a successful loan application to the Texas Water Development Board.

Public Health

Geospatial analysis using Geographically Weighted Regressionhttps://www.tandfonline.com/doi/full/10.1080/19320248.2023.2261873

Project Management

Interactive dashboard for Engineering Project/Program Management Planning and Forecasting

Energy

Drilling Dynamics Automated Fast Fourier Transforms with Graphical User Interface

andy@extrordinate.com