Greg Coulombe

Title: Innovations by Greg Coulombe

Introduction

Greg Coulombe is an accomplished inventor based in Edmonton, Canada. He has made significant contributions to the field of technology, particularly in the areas of deep learning and image processing. With a total of four patents to his name, Coulombe continues to push the boundaries of innovation.

Latest Patents

One of Coulombe's latest patents is focused on misspelling correction based on deep learning architecture. This invention involves a method that receives flawed input containing domain-specific misspellings. The method encodes the flawed input on a per-character basis using an encoder machine learning model, creating a context vector. It then decodes this context vector to generate a rephrased input that eliminates the misspelling, ultimately presenting the corrected version to the user.

Another notable patent by Coulombe is related to simulating image capture. This invention utilizes a three-dimensional modeling engine to simulate both a document and a camera. It captures multiple images of the simulated document from various perspectives under different simulated conditions. The model is trained based on these images to determine techniques for adjusting parameters in separate images, preparing them for optical character recognition (OCR).

Career Highlights

Coulombe's career is marked by his innovative approach to solving complex problems through technology. His work at Intuit, Inc. has allowed him to collaborate with other talented professionals in the field.

Collaborations

Coulombe has worked alongside notable colleagues such as Richard J Becker and Karla Julietta Uribe. Their combined expertise has contributed to the success of various projects and innovations.

Conclusion

Greg Coulombe is a prominent inventor whose work in deep learning and image processing has led to significant advancements in technology. His patents reflect a commitment to innovation and problem-solving in the digital age.