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For the Inventor, By the Inventor

Austin, TX, United States of America

Sari Andoni

USPTO Granted Patents = 15 

Average Co-Inventor Count = 3.6

ph-index = 4

Forward Citations = 95(Granted Patents)


Company Filing History:

goldMedal15 out of 74 
 
Sparkcognition, Inc.
 patents

Years Active: 2017-2024

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15 patents (USPTO):Explore Patents
1. 12051002 - Automated model building search space reduction (2024-07-30),
2. 12014279 - Anomaly detection using a non-mirrored dimensional-reduction model (2024-06-18),
3. 11853893 - Execution of a genetic algorithm having variable epoch size with selective execution of a training algorithm (2023-12-26),
4. 11687786 - Pre-processing for data-driven model creation (2023-06-27),
5. 11610131 - Ensembling of neural network models (2023-03-21),
6. 11443194 - Anomaly detection using a dimensional-reduction model (2022-09-13),
7. 11106978 - Execution of a genetic algorithm with variable evolutionary weights of topological parameters for neural network generation and training (2021-08-31),
8. 11100403 - Cooperative execution of a genetic algorithm with an efficient training algorithm for data-driven model creation (2021-08-24),
9. 11074503 - Execution of a genetic algorithm having variable epoch size with selective execution of a training algorithm (2021-07-27),
10. 10963790 - Pre-processing for data-driven model creation (2021-03-30),
11. 10733512 - Cooperative use of a genetic algorithm and an optimization trainer for autoencoder generation (2020-08-04),
12. 10657447 - Automated model building search space reduction (2020-05-19),
13. 10635978 - Ensembling of neural network models (2020-04-28),
14. 10373056 - Unsupervised model building for clustering and anomaly detection (2019-08-06),
15. 9785886 - Cooperative execution of a genetic algorithm with an efficient training algorithm for data-driven model creation (2017-10-10),

Title: The Innovative Mind of Sari Andoni: Pioneering Patents in Machine Learning

Introduction

Sari Andoni is a prominent inventor based in Austin, Texas, renowned for her contributions to the field of machine learning and automation. Holding an impressive portfolio of 15 patents, Andoni's innovations have significantly advanced the capacity for automated model generation and anomaly detection in various applications.

Latest Patents

One of her most notable patents, titled "Automated Model Building Search Space Reduction," involves a sophisticated method for enhancing model generation processes. This method enables processors to receive and analyze input data sets with multiple features, adjusting architectural parameters to optimize the creation of diverse models using a weighted randomization process. The resulting models are effectively represented as neural networks, showcasing her ingenuity in leveraging automation for complex tasks.

Another significant patent, "Anomaly Detection Using a Non-Mirrored Dimensional-Reduction Model," involves an innovative approach to analyzing sensor data from devices. By utilizing a dimensional-reduction model with distinct encoder and decoder components, Andoni's method detects anomalies by measuring reconstruction errors. This provides an effective mechanism for monitoring device performance and identifying potential issues.

Career Highlights

Sari Andoni works at SparkCognition, Inc., a company known for its cutting-edge AI solutions. Throughout her tenure, Andoni has made remarkable strides in researching and developing technologies that push the boundaries of artificial intelligence.

Collaborations

In her journey, Andoni collaborates with talented professionals like Keith D. Moore and Tyler S. McDonnell. This teamwork fosters a creative environment where innovative ideas can flourish, ultimately contributing to the company's objectives and technological advancements.

Conclusion

Sari Andoni stands out as a leading figure in the realm of machine learning inventions. Her patents not only reflect her expertise but also contribute significantly to the evolution of automated systems and anomaly detection technologies. As she continues to innovate and collaborate within her field, the impact of her work will resonate across industries for years to come.

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