Raheleh Makki Niri

Title: Raheleh Makki Niri: Innovator in Intent Classification Technology

Introduction

Raheleh Makki Niri is a notable inventor based in Richmond Hill, Canada. He has made significant contributions to the field of artificial intelligence, particularly in the area of intent classification. His innovative work has led to the development of a unique method and system that enhances the understanding of user intent in various applications.

Latest Patents

Raheleh holds a patent for a "Method and system for generating an intent classifier." This invention focuses on methods and systems for training an intent classifier. The process involves receiving a question-intent tuple dataset that comprises data samples, each containing a question, an intent, and a task. A pre-trained language model is fine-tuned by adjusting the values of learnable parameters. This adjustment is achieved by generating multiple neural network models, each trained to predict at least one intent corresponding to the respective question. The fine-tuned language model generates embeddings for the training input data, which consists of various data samples with questions and intents. Additionally, feature vectors for the training input data samples are generated and utilized to train an intent classification model for predicting intents.

Career Highlights

Raheleh is currently employed at Ada Support Inc., where he continues to apply his expertise in artificial intelligence and machine learning. His work at Ada Support Inc. allows him to collaborate with other talented professionals in the field, further advancing the development of innovative technologies.

Collaborations

One of Raheleh's notable coworkers is Gordon Gibson. Their collaboration contributes to the dynamic environment at Ada Support Inc., fostering innovation and creativity in their projects.

Conclusion

Raheleh Makki Niri's contributions to intent classification technology exemplify the impact of innovative thinking in artificial intelligence. His patent and ongoing work at Ada Support Inc. highlight his commitment to advancing technology in meaningful ways.