Sydney Marie Firmin

Title: Sydney Marie Firmin: Inventor in Feature Engineering

Introduction

Sydney Marie Firmin is an inventor based in Westminster, Colorado. Her patent work concerns feature engineering, a process that prepares data for use in predictive models. Firmin is associated with Alteryx, Inc.

Latest Patents

Firmin is named on 1 patent, titled “Integrated Feature Engineering.” The invention describes a feature engineering application that receives data sets from different sources and generates primitives for synthesizing features. It also uses a temporal parameter to create time-based features. The application aggregates data entities according to primary variables, then synthesizes features from the resulting entity set, selected primitives, and temporal parameter for training a model to make predictions from new data.

Career Highlights

Firmin’s patent reflects work on automating the preparation of data for predictive modeling. By combining data aggregation, reusable primitives, and time-based feature generation, the described system aims to support the creation of model-ready features from multiple data sources.

Collaborations

The patent lists James Max Kanter and Kalyan Kumar Veeramachaneni as collaborators. Firmin’s work is associated with Alteryx, Inc.

Conclusion

Sydney Marie Firmin’s patented work focuses on integrated feature engineering, bringing together data aggregation and time-aware feature synthesis to support predictive modeling.