This service can be used for any tasks requiring python skills- what is suggested here is to use this service end-to-end from data acquisition through to the desired output formats.

This service can support modeling an area of the business or exploring correlations and patterns with a new data source or an integration of multiple data feeds- particularly to explore new or different ways of assessing your company's market, customers, products, or operations, or drilling down on a particular offering.

Assesses data sources and write python code to automate the extraction, formatting and cleaning of data.

Defines an internal data model, and include utilities to save and read processed data to/from storage.

Depending on needs of client, builds quantitative or statistical models, trains an ML model, and produces visualizations including 3-d, heatmap, or mapping visualizations.

Documents methods and classes and delivers a design that supports automation as well as future enhancements.  See applications on https://github.com/briangalindoherbert or articles written about applications on https://bgherbert.medium.com for examples of visualizations as well as my approach to ensure accuracy and simplified data management with custom classes and utility methods!