Cormac Cummins

Title: **Innovator Profile: Cormac Cummins**

Introduction

Cormac Cummins is a distinguished inventor based in Cork, Ireland. With a notable contribution to the field of analytics, he holds a patent that enhances the functionality of analytic models. His work at IBM showcases the intersection of technology and innovation, setting benchmarks in retraining analytic systems.

Latest Patents

Cormac is credited with the patent titled "Optimized Re-training for Analytic Models." This innovative method and system detail a process for effectively retraining analytic models through the use of a Markov chain comprising two states: an alarm state and a no alarm state. The approach outlines the steps of building the Markov chain, updating observed states during a burn-in period, and adjusting state transition probabilities post-burn-in. Importantly, the method triggers the retraining of the model based on specific probability thresholds, contributing significantly to the field of data analytics.

Career Highlights

Having established himself at IBM, Cormac Cummins has made strides in his career, focusing on innovations in analytic modeling. His work not only reflects technical expertise but also a commitment to advancing how data is processed and interpreted. With only one patent under his name, Cormac's influence so far indicates a promising trajectory in innovation.

Collaborations

At IBM, Cormac collaborates with a talented team, including colleagues like Paul M J Barry and Ian Manning. Together, these professionals are working towards refining analytic techniques and developing state-of-the-art solutions that enhance operational efficiency and model accuracy.

Conclusion

Cormac Cummins is an exemplary figure in the realm of technology and innovation. His patent on optimized re-training for analytic models signifies a valuable advancement in the industry. As he continues to work with esteemed colleagues at IBM, the future holds great potential for his contributions to the field of analytics.