Christian Lee McDaniel

Title: Christian Lee McDaniel: Innovator in Voice Technology and Machine Learning

Introduction

Christian Lee McDaniel is an accomplished inventor based in Atlanta, GA (US). He holds a total of 4 patents that showcase his expertise in voice technology and machine learning. His innovative contributions have significantly impacted the way consumers interact with technology.

Latest Patents

One of McDaniel's latest patents is focused on voice-based menu personalization. This invention involves a natural-language voice chatbot that engages consumers in a voice dialogue. The chatbot is tailored to interact with specific consumers based on their speech characteristics and a lexicon of terms for item ordering. Consumers can perform voice queries for specific items or establishments, allowing them to place pre-staged orders seamlessly. The system monitors location data to ensure that the establishment begins preparing the order when the consumer is expected to arrive.

Another notable patent is for incremental training of a machine-learning model (MLM) for multiview item recognition. This technology captures multiple images of items during a checkout process. The RGB data from these images is used as input for the MLM, which predicts item codes. If the MLM struggles to identify an item, an operator can scan the barcode, and the images are labeled for future training sessions, enhancing the model's accuracy.

Career Highlights

Throughout his career, McDaniel has worked with several prominent companies, including NCR Voyix Corporation and NCR Corporation. His experience in these organizations has allowed him to develop and refine his innovative ideas in technology.

Collaborations

Some of McDaniel's notable coworkers include Kendall Marie Rose and Shaundell D Thompson. Their collaboration has contributed to the advancement of projects in which McDaniel has been involved.

Conclusion

Christian Lee McDaniel is a visionary inventor whose work in voice technology and machine learning continues to shape the future of consumer interaction with technology. His patents reflect a commitment to innovation and improving user experiences.