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For the Inventor, By the Inventor

Naperville, IL, United States of America

David Bacarella

USPTO Granted Patents = 11 

Average Co-Inventor Count = 4.2

ph-index = 5

Forward Citations = 62(Granted Patents)


Location History:

  • Schaumburg, IL (US) (2019 - 2020)
  • Naperville, IL (US) (2018 - 2022)

Company Filing History:

goldMedal11 out of 164,197 
 
International Business Machines Corporation
 patents

Years Active: 2018-2025

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11 patents (USPTO):Explore Patents
1. 12488561 - Multi-variable pattern recognition for predictive deep learning models (2025-12-02),
2. 11215840 - Testing a biological sample based on sample spectrography and machine learning techniques (2022-01-04),
3. 10846485 - Machine learning model modification and natural language processing (2020-11-24),
4. 10776586 - Machine learning to integrate knowledge and augment natural language processing (2020-09-15),
5. 10606958 - Machine learning modification and natural language processing (2020-03-31),
6. 10599780 - Machine learning to integrate knowledge and natural language processing (2020-03-24),
7. 10423726 - Machine learning to integrate knowledge and natural language processing (2019-09-24),
8. 9955428 - Optimizing scheduled charging of battery enabled devices based on a predicted battery consumption factor for an area (2018-04-24),
9. 9955314 - Specifying a map of available locations for recharging battery enabled devices based on a schedule of predicted locations for a user (2018-04-24),
10. 9955313 - Scheduling optimized charging of battery enabled devices based on power usage impact data received from multiple sources (2018-04-24),
11. 9867017 - Scheduling optimized charging of battery enabled devices based on battery usage impact factors and predicted usage received from multiple sources (2018-01-09),

Title: The Innovative Mind of David Bacarella

Introduction

David Bacarella is a prominent inventor based in Naperville, IL. He has made significant contributions to the field of technology, holding a total of 11 patents. His work primarily focuses on advanced pattern recognition and machine learning techniques, which have applications in various industries.

Latest Patents

One of Bacarella's latest patents is titled "Multi-variable pattern recognition for predictive deep learning models." This invention involves a method of recognizing patterns by analyzing multi-variable data records. The process includes representing variables as geometric shapes, defining boundaries, and capturing system states to create a model that can recognize patterns effectively.

Another notable patent is "Testing a biological sample based on sample spectrography and machine learning techniques." This method utilizes a computing device to analyze dynamic speckle spectrum images of biological samples. It compares these images with training images to classify contaminants present in the samples, providing valuable information regarding the classification.

Career Highlights

David Bacarella is currently employed at International Business Machines Corporation, commonly known as IBM. His role at IBM allows him to work on cutting-edge technologies and contribute to innovative projects that push the boundaries of what is possible in the tech industry.

Collaborations

Throughout his career, Bacarella has collaborated with talented individuals such as Sumit Patel and James H Barnebee. These collaborations have fostered an environment of creativity and innovation, leading to the development of groundbreaking technologies.

Conclusion

David Bacarella's contributions to the field of technology through his patents and work at IBM highlight his innovative spirit and dedication to advancing machine learning and pattern recognition. His inventions continue to pave the way for future advancements in these critical areas.

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