Colin R Dillard

Title: Colin R Dillard: Innovator in Time Series Forecasting

Introduction

Colin R Dillard is a prominent inventor based in Mountain View, CA (US). He has made significant contributions to the field of forecasting through his innovative patents. With a total of 9 patents to his name, Dillard has established himself as a key figure in the development of advanced forecasting systems.

Latest Patents

Dillard's latest patents include groundbreaking work in hierarchical deep neural network forecasting of cash flows. This patent describes systems and methods for forecasting cash flows across multiple accounts of a user. One example method involves retrieving a data set for various accounts, constructing a graph with nodes and edges that represent time series values and transactions, and utilizing a deep neural network to forecast time sequences for these accounts. Another notable patent focuses on dynamic model selection for time series forecasting. This method enhances forecasting accuracy by selecting appropriate transformations and prediction algorithms based on the attributes of the time series.

Career Highlights

Colin R Dillard is currently employed at Intuit, Inc., where he continues to innovate in the field of financial forecasting. His work has been instrumental in developing systems that improve the accuracy and efficiency of cash flow predictions. Dillard's expertise in deep learning and time series analysis has positioned him as a leader in his field.

Collaborations

Dillard has collaborated with talented individuals such as Sambarta Dasgupta and Shashank Shashikant Rao. These collaborations have further enriched his work and contributed to the advancement of forecasting technologies.

Conclusion

Colin R Dillard is a notable inventor whose contributions to time series forecasting have had a significant impact on the industry. His innovative patents and work at Intuit, Inc. demonstrate his commitment to advancing forecasting methodologies.