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For the Inventor, By the Inventor

Troy, MI, United States of America

Dnyanesh Rajpathak

USPTO Granted Patents = 12 

Average Co-Inventor Count = 2.3

ph-index = 4

Forward Citations = 25(Granted Patents)


Location History:

  • Bengaluru, IN (2013 - 2016)
  • Karnataka, IN (2018)
  • Troy, MI (US) (2018 - 2024)

Company Filing History:

goldMedal12 out of 30,943 
 
Gm Global Technolgoy Operations, Inc.
 patents
silverMedal1 out of 2,068 
 
Hrl Laboratories, LLC
 patents
where one patent can have more than one assignee

Years Active: 2013-2024

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12 patents (USPTO):Explore Patents
1. 11868715 - Deep learning based automatic ontology extraction to detect new domain knowledge (2024-01-09),
2. 11244115 - Hypergraph-based method for segmenting and clustering customer observables for vehicles (2022-02-08),
3. 11170585 - Vehicle fault diagnosis and analysis based on augmented design failure mode and effect analysis (DFMEA) data (2021-11-09),
4. 10678834 - Methodology for generating a consistent semantic model by filtering and fusing multi-source ontologies (2020-06-09),
5. 10482178 - Semantic similarity analysis to determine relatedness of heterogeneous data (2019-11-19),
6. 10109115 - Modifying vehicle fault diagnosis based on statistical analysis of past service inquiries (2018-10-23),
7. 10062222 - Analyzing multilingual diagnostic records (2018-08-28),
8. 9342489 - Automatic linking of requirements using natural language processing (2016-05-17),
9. 9317596 - Function-based method for classifying and fusing system behavior information in product development (2016-04-19),
10. 8666982 - Method and system to augment vehicle domain ontologies for vehicle diagnosis (2014-03-04),
11. 8489601 - Knowledge extraction methodology for unstructured data using ontology-based text mining (2013-07-16),
12. 8452774 - Methodology to establish term co-relationship using sentence boundary detection (2013-05-28),

Title: Dnyanesh Rajpathak: Innovator in Deep Learning and Customer Insights

Introduction

Dnyanesh Rajpathak is a prominent inventor based in Troy, MI, known for his significant contributions to the fields of deep learning and customer observables. With a total of 12 patents to his name, he has developed innovative systems that enhance the understanding of unstructured data and improve customer engagement.

Latest Patents

Among his latest patents is a groundbreaking system for deep learning-based automatic ontology extraction. This system processes unstructured data to identify subsets of text and determines probabilities based on various linguistic features. It generates a feature vector for each subset and classifies it into one of several classes representing a domain of knowledge. Another notable patent is a hypergraph-based method for segmenting and clustering customer observables for vehicles. This system identifies correlations in customer observables by extracting key phrases from multiple data sources and constructing a unified hypergraph that models co-occurrences of these observables.

Career Highlights

Dnyanesh has worked with notable companies such as GM Global Technology Operations LLC and HRL Laboratories, LLC. His experience in these organizations has allowed him to apply his innovative ideas in practical settings, contributing to advancements in technology and customer insights.

Collaborations

Throughout his career, Dnyanesh has collaborated with esteemed colleagues, including John Anthony Cafeo and Soumen De. These partnerships have fostered a creative environment that has led to the development of impactful technologies.

Conclusion

Dnyanesh Rajpathak's work exemplifies the intersection of technology and innovation. His contributions to deep learning and customer observables continue to shape the future of these fields.

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