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For the Inventor, By the Inventor

White Plains, NY, United States of America

Dhavalkumar C Patel

USPTO Granted Patents = 15 

Average Co-Inventor Count = 3.9

ph-index = 3

Forward Citations = 15(Granted Patents)


Company Filing History:

goldMedal15 out of 164,108 
 
International Business Machines Corporation
 patents

Years Active: 2021-2025

where 'Filed Patents' based on already Granted Patents

15 patents (USPTO):
1. 12450249 - Pipeline with context transfer (2025-10-21),
2. 12417409 - Determining and selecting prediction models over multiple points in time using test data (2025-09-16),
3. 12293373 - Associating disturbance events to accidents or tickets (2025-05-06),
4. 12248446 - Data gap mitigation (2025-03-11),
5. 12182771 - Federated learning for multi-label classification model for oil pump management (2024-12-31),
6. 12118340 - Automated machine learning model deployment (2024-10-15),
7. 12105772 - Dynamic and continuous composition of features extraction and learning operation tool for episodic industrial process (2024-10-01),
8. 12099941 - Determining and selecting prediction models over multiple points in time (2024-09-24),
9. 12013840 - Dynamic discovery and correction of data quality issues (2024-06-18),
10. 11966340 - Automated time series forecasting pipeline generation (2024-04-23),
11. 11688111 - Visualization of a model selection process in an automated model selection system (2023-06-27),
12. 11620582 - Automated machine learning pipeline generation (2023-04-04),
13. 11263103 - Efficient real-time data quality analysis (2022-03-01),
14. 11204851 - Real-time data quality analysis (2021-12-21),
15. 11036211 - Orchestration of learning and execution of model predictive control tool for manufacturing processes (2021-06-15),

Title: Innovator Spotlight: Dhavalkumar C Patel

Introduction:

Meet Dhavalkumar C Patel, a visionary inventor based in White Plains, NY, with an impressive track record of 6 patents in his name. His groundbreaking work in the field of automated time series forecasting and model selection visualization has propelled him to the forefront of innovation in the tech industry.

Latest Patents:

1. "Automated time series forecasting pipeline generation": Dhavalkumar's patent revolutionizes the process of time series forecasting by automating machine learning pipeline generation. By analyzing characteristics of time series data sets and evaluating predictions of candidate machine learning pipelines, his invention generates a ranked list of machine learning pipelines for accurate forecasting.

2. "Visualization of a model selection process in an automated model selection system": This patent showcases Dhavalkumar's expertise in facilitating the visualization of model selection processes. Through an interaction backend handler component and a visualization render component, his system renders a progress visualization of model pipeline candidates based on assessment metrics.

Career Highlights:

Dhavalkumar C Patel is a key contributor at the renowned International Business Machines Corporation (IBM), where his innovative ideas have significantly impacted the tech landscape. His dedication to pushing boundaries and exploring new frontiers in technology has solidified his reputation as a leading figure in the industry.

Collaborations:

In his professional journey, Dhavalkumar has collaborated with talented individuals such as Syed Yousaf Shah and Si Er Han. Together, they have worked on cutting-edge projects that have pushed the boundaries of technological innovation.

Conclusion:

Dhavalkumar C Patel's ingenuity and forward-thinking approach have cemented his status as a trailblazing inventor in the realm of automated forecasting and model visualization. With a string of patents to his name and a stellar career at IBM, he continues to shape the future of technology with his visionary ideas and collaborative spirit.

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