Examiner Peach Polina G

2165-PEACH-POLINA-G

Employment Information

Art Unit:2165 — Data processing: database and file management or data structures
Group:2150-2160 — Data Bases & File Management
Classes: 707 — Data processing: database and file management or data structures
706 — Data processing: artificial intelligence
704 — Data processing: speech signal processing, linguistics, language translation, and audio compression/decompression
705 — Data processing: financial, business practice, management, or cost/price determination
709 — Electrical computers and digital processing systems: multicomputer data transferring
434 — Education and demonstration
726 — Information security
482 — Exercise devices
702 — Data processing: measuring, calibrating, or testing
Phone:(571) 270-7646
Email:polina.peach@uspto.gov
Location:VA 22314
Title:Pat Examnr Compr Engrg
Service:17 years
Grade:GS-14

Grant Rate and Difficulty Ranking

72
3-Year Grant rate: 60% over 162 cases
Difficulty: Harder
Difficulty Percentile: 72nd

With Examiner Peach, you have a 60% chance of getting an issued patent by 3 years after the first office action. Examiner Peach is a harder examiner and in the 72nd percentile across all examiners (with 100th percentile most difficult).

Grant Rate

Grant Rate Timeline

Below is the grant rate timeline for Examiner Peach, where the timeline is relative to the date of the first office action. The three-year grant rate is the percentage of applications granted at three years after the first office action.

Comparison with Art Unit 2165

Examiner Peach's grant rate is lower than that of Art Unit 2165 and lower than that of the USPTO.

Average Office Actions Per Grant
Examiner Peach 2.3
Art Unit 2165 1.6

Interview Benefit

Grant Rate without Interview

Examiner Peach has granted 40 of 63 cases without any applicant-requested interviews for a grant rate of 63%.

Grant Rate with Interview

Examiner Peach has granted 58 of 99 cases with at least one applicant-requested interview for a grant rate of 59%.

Interview Benefit

With Examiner Peach, conducting an interview decreases your chance of getting a patent granted by 6%.

Recent Dispositions

Recent Dispositions

Number Title OA Rejections Status IFW
17848136 Stochastic Bitstream Generation With In-Situ Function Mapping Rejection information available with a Premium Stats subscription. See our pricing. Patented View
18590595 Method, Device, And Medium For Managing Activity Data Within An Application Patented View
18170679 Determining Quality Of Machine Learning Model Output Patented View
19041779 Identifying Search Results In A History Repository Patented View
18679287 Using Large Language Models To Generate Search Query Answers Patented View
18137989 News-Related Search Result Data Processing And Display Method And Apparatus Abandoned View
18028792 System Including Peer-To-Peer Network Involved In Blockchain, Method For Supporting Construction Of The Same Peer-To-Peer Network, And Smart Contract Executed On Peer Abandoned View
18837171 Systems And Methods For Automatically Generating Identifiers For Multimedia Information Sets Patented View
18129240 Similarity Degree Calculation Device, Similarity Degree Calculation Method, And Non-Transitory Computer-Readable Recording Medium Patented View
18662104 Programmatic Visualization Of Database Tables Abandoned View
17969678 Information Processing Apparatus, Non-Transitory Computer Readable Medium Storing Program, And Information Processing Method Abandoned View
17976985 Systems And Methods For Navigating An Extended Reality History Patented View
16714618 System For Collecting And Displaying Diagnostics From Diagnostic Instruments Abandoned View
16554489 Systems And Methods For Classifying Data In High Volume Data Streams Abandoned View
18933800 Apparatus And Method For Training A Model To Detect Temporally Structured Information Within An Unstructured Dataset Patented View
18141565 Translation Of Tenant Identifiers Patented View
17974382 Recommendation Of Entry Collections Based On Machine Learning Abandoned View
18745530 Natural Language Selection Of Objects In Image Data Patented View
17862147 Uncertainty-Aware Continuous Control System Based On Reinforcement Learning Patented View
18031829 Systems And Methods For Providing Feedback To Webpage Owners Abandoned View
18137679 Information Provision System And Storage Medium For Recommending Vehicle Based On User's Clothing Abandoned View
17974528 Dataset Definition And Collection For Lifecycle Management System For Content-Based Data Protection Abandoned View
18695224 Providing Interpretability For Multivariate Time-Series Data Anomaly Detection Abandoned View
18112678 System And Method For Ranking Content Items Patented View
18802574 Techniques For Adding And Removing Storage Objects From Groups Patented View
18032776 Monitoring, Sorting, Rpesenting Objects And Generating A Multimedia Document By A Terminal Computing Device Patented View
17492993 Methods And Systems For Transport Of An Alimentary Component Based On Dietary Required Eliminations Patented View
18384289 Document Matching Using Machine Learning Abandoned View
18060807 Client Refresh Abandoned View
18449518 Database And System Architecture For Analyzing Multiparty Interactions Patented View
18999280 System, Method, And Product For Transparently Encapsulated Artificial Intelligence Patented View
18868209 Action Analysis Apparatus, Action Analysis Method And Action Analysis Program Abandoned View
18167071 Printed Material Management System And Shredder Patented View
17814987 Configurable And Incremental Database Migration Framework For Heterogeneous Databases Abandoned View
18748766 Cluster Of Mobile Devices Performing Parallel Computation Of Network Connectivity Patented View
17728961 Policy Declarations For Cloud Management System Abandoned View
17874871 Integrating Multiple Shared Documents Abandoned View
18500328 Database Management For Digitally Storing Item Information Patented View
18297694 Sentiment Extraction From Consumer Reviews For Providing Product Recommendations Abandoned View
18028066 System And Method For Matching Into A Complex Data Set Patented View
17960641 Robot System With Electronic Manual Abandoned View
18112658 Server And Electronic Device For Processing User Utterance And Operating Method Thereof Abandoned View
17930821 Systems And Methods For Monitoring User-Defined Metrics Abandoned View
17960736 System, Method, And Computer Program For Extracting Entity Data From A Plurality Of Related Data Objects From An External Multi-Tenant Saas Environment Patented View
18059245 Cluster Analysis Method, Cluster Analysis System, And Cluster Analysis Program Abandoned View
18808143 System, Method, And Product For Transparently Encapsulated Artificial Intelligence Patented View
18147898 System And Method For Improved Searching Across Multiple Databases Patented View
18051148 Database Transactions Across Different Domains Patented View
18133556 Techniques For Implementing Modifications To A Stretched Resource Group Patented View
17833846 System And Method For Translating A Software Query In An Automated Integration Process Into Natural Language Patented View

Appeals Statistics

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