IDiyas

For the Inventor, By the Inventor

Seattle, WA, United States of America

Poorna Chand Srinivas Perumalla

LinkedIn
USPTO Granted Patents = 21


Average Co-Inventor Count = 5.0

ph-index = 5

Forward Citations = 82(Granted Patents)


Company Filing History:

goldMedal21 out of 22,475 
 
Amazon Technologies, Inc.
 patents

Years Active: 2020-2025

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21 patents (USPTO):Explore Patents
1. 12353971 - Machine learning model adaptation via segment replacement and student-teacher training (2025-07-08),
2. 12067482 - Intelligent input adaptation from disparate data sources for heterogeneous machine learning model execution (2024-08-20),
3. 11960935 - Fault-tolerant accelerator based inference service (2024-04-16),
4. 11853401 - Machine learning model creation via user-configured model building blocks (2023-12-26),
5. 11699093 - Automated distribution of models for execution on a non-edge device and an edge device (2023-07-11),
6. 11677634 - Selecting and deploying models based on sensor availability (2023-06-13),
7. 11599821 - Attached accelerator based inference service (2023-03-07),
8. 11544577 - Adaptable filtering for edge-based deep learning models (2023-01-03),
9. 11494621 - Attached accelerator selection and placement (2022-11-08),
10. 11467835 - Framework integration for instance-attachable accelerator (2022-10-11),
11. 11422863 - Attached accelerator scaling (2022-08-23),
12. 11210605 - Dataset suitability check for machine learning (2021-12-28),
13. 11093497 - Nearest neighbor search as a service (2021-08-17),
14. 11075991 - Partitioning data according to relative differences indicated by a cover tree (2021-07-27),
15. 11055286 - Incremental updates for nearest neighbor search (2021-07-06),

Title: Pioneering Innovations: Poorna Chand Srinivas Perumalla's Impactful Journey

Introduction:

Poorna Chand Srinivas Perumalla, a visionary inventor based in Seattle, WA, is a trailblazer in the realm of innovation. With a remarkable portfolio of 20 patents, her innovative spirit and unwavering determination have solidified her position as a prominent figure in the world of technology and beyond.

Latest Patents:

1. Intelligent Input Adaptation from Disparate Data Sources for Heterogeneous Machine Learning Model Execution: Poorna's groundbreaking techniques for input adaptation from diverse data sources for the execution of heterogeneous machine learning models showcase her commitment to pushing the boundaries of technology.

2. Fault-Tolerant Accelerator Based Inference Service: Her implementation of fault-tolerant accelerator-based inference services demonstrates her expertise in enhancing computational efficiency and reliability in complex computing environments.

Career Highlights:

Poorna Chand Srinivas Perumalla is a key contributor at Amazon Technologies, Inc., where her innovative solutions have significantly impacted the technological landscape. Her relentless pursuit of excellence and cutting-edge inventions have garnered recognition within the industry and beyond.

Collaborations:

Collaborating with accomplished professionals such as Pracheer Gupta and Andrea Olgiati, Poorna has further enriched her inventive journey. Together, they have synergized their expertise to drive innovation and create solutions that have a tangible impact on diverse sectors.

Conclusion:

Poorna Chand Srinivas Perumalla's transformative inventions and collaborative endeavors exemplify her commitment to driving meaningful change through innovation. Her pioneering spirit serves as an inspiration for aspiring inventors, paving the way for a future where technology continues to shape a better world.

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