In order to create a universal and comprehensive extractor of product attributes where the number of kinds of attributes numbered in the thousands and the possible words and numbers that those attributes were expressed in…
The first step in processing product data is identifying which type of product it is, both generally and specifically. This enables automatically classifying, extracting attributes, standardizing values, inferring missing data, analyzing quality issues, and enhancing…
I created an approach and code project that could read colors in text and standardize them into primary colors, color families, and hexadecimal color codes to enable ecommerce product listings to be categorized, listed, filtered…
I created a tool in python to quickly analyze all the product titles in an eCommerce dataset for 20 kinds of problems and create a PDF summary report with examples and detailed Excel Report with…
Adapted and improved an old DOS BASIC program into a parametric ship design program, allowing for the full design spec of a cargo ship from just the displacement and cargo route (distance and desired travel…