Company Filing History:
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1 out of 1 Years Active: 2024-2025
Title: Sumegha Yadav: Innovator in Artificial Intelligence
Introduction
Sumegha Yadav is a prominent inventor based in Gurugram, India. He has made significant contributions to the field of artificial intelligence, particularly in the area of language modeling and text prediction. With a total of 3 patents, Yadav is recognized for his innovative approaches to enhancing user interaction with technology.
Latest Patents
Yadav's latest patents include an "Artificial intelligence based hybrid system and method for generation of word predictions based on language modelling." This invention provides systems and methods for dynamic word prediction and suggestion. The method incorporates an AI engine that renders a touch-enabled keyboard interface on electronic devices. It identifies elements of user input in messaging applications and transforms the input into an array of specific numbers. The AI engine then converts this array into a 2D matrix of embeddings, which includes semantic information to identify the context of the input message. Ultimately, the system generates probabilities for one or more words corresponding to the user's input.
Another notable patent is the "System and method for generating contextualized text using a character-based convolutional neural network architecture." This system utilizes a character-based CNN engine to generate contextualized text. It includes various modules for data processing, corpus building, dataset generation, training, and prediction. The AI-based model is trained to predict characters contextually until an end-of-sentence token is found.
Career Highlights
Sumegha Yadav has worked with Talent Unlimited Online Services Private Limited and Talent Unlimited Online Services Pvt. Ltd. His experience in these companies has allowed him to develop and refine his innovative ideas in artificial intelligence.
Collaborations
Yadav has collaborated with notable individuals such as Rahul Prasad and Ankit Prasad. These collaborations have contributed to the advancement of his projects and innovations.
Conclusion
Sumegha Yadav is a visionary inventor whose work in artificial intelligence is paving the way for more intuitive user experiences. His patents reflect a deep understanding of language modeling and technology integration.