1. Stats
  2. USPTO
  3. TC 2100
  4. Group 2120-2140
  5. Art Unit 2128
  6. Examiner Jayakumar

Examiner Jayakumar Chaitanya R

2128-JAYAKUMAR-CHAITANYA-R

Employment Information

Art Unit:2128 — Data processing: artificial intelligence
Group:2120-2140 — Artificial Intelligence
Classes: 706 — Data processing: artificial intelligence
Phone:(571) 272-3369
Email:chaitanya.jayakumar@uspto.gov
Location:VA 22314
Title:Patent Examiner (Computer Science)
Service:6 years
Grade:GS-09

Grant Rate and Difficulty Ranking

94
3-Year Grant rate: 15% over 41 cases
Difficulty: Extremely Hard
Difficulty Percentile: 94th

With Examiner Jayakumar, you have a 15% chance of getting an issued patent by 3 years after the first office action. Examiner Jayakumar is an extremely hard examiner and in the 94th percentile across all examiners (with 100th percentile most difficult).

Grant Rate

Grant Rate Timeline

Below is the grant rate timeline for Examiner Jayakumar, 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 2128

Examiner Jayakumar's grant rate is lower than that of Art Unit 2128 and lower than that of the USPTO.

Average Office Actions Per Grant
Examiner Jayakumar 2.7
Art Unit 2128 2.1

Interview Benefit

Grant Rate without Interview

Examiner Jayakumar has granted 1 of 9 cases without any applicant-requested interviews for a grant rate of 11%.

Grant Rate with Interview

Examiner Jayakumar has granted 5 of 32 cases with at least one applicant-requested interview for a grant rate of 16%.

Interview Benefit

With Examiner Jayakumar, conducting an interview increases your chance of getting a patent granted by 45%.

Recent Dispositions

Recent Dispositions

Number Title OA Rejections Status IFW
17699861 Learning Method And Learning Apparatus For Performing Virtual-Actual Correction By Machine Learning-Assisted Simulation Of Pressure Numerical Value Rejection information available with a Premium Stats subscription. See our pricing. Abandoned View
15903949 Information Processing Apparatus, Information Processing Method, And Storage Medium Abandoned View
16201393 Generating Result Explanations For Neural Networks Abandoned View
15832936 Enhancement Of Communications To A User From Another Party Using Cognitive Techniques Abandoned View
16168266 Efficiently Learning From Highly-Diverse Data Sets Abandoned View
15852576 Ontology-Based Reasoning Apparatus, System And Method Using User-Defined Rules Abandoned View
16458230 Method Of And System For Multi-View And Multi-Source Transfers In Neural Topic Modelling Abandoned View
17079687 Method For Describing Prediction Model, Non-Transitory Computer-Readable Storage Medium For Storing Prediction Model Description Program, And Prediction Model Description Device Abandoned View
17630643 Adversarial Example Detection System, Method, And Program Abandoned View
16543754 Outlier Processing In Time Series Data Abandoned View
16202249 Contrastive Explanations For Interpreting Deep Neural Networks Abandoned View
16562972 Generating Training Data For Machine-Learning Models Abandoned View
16180807 System And Method For Obtaining And Transforming Interactive Narrative Information Abandoned View
15884279 Generating And Deploying Packages For Machine Learning At Edge Devices Patented View
17253131 Detecting Device, Detecting Method, And Detecting Program For Estimating Probability Distribution Of Data Using Variable Autoencoders Abandoned View
16954366 Computer-Implemented Methods Of Evaluating Task Networks Abandoned View
16360166 Graph Based Hypothesis Computing Abandoned View
15981216 Knowledge Verification Method, Knowledge Verification Device And Storage Medium Abandoned View
17108417 Document Classification Using Third-Party Review And Feedback Abandoned View
16706398 Neural Network Processing Of Return Path Data To Estimate Household Member And Visitor Demographics Abandoned View
16624949 Systems And Methods For Optimization Of Machine-Learned Models Abandoned View
16454683 Task-Aware Command Recommendation And Proactive Help Abandoned View
16547380 Systems And Methods For Modelling Prediction Errors In Path-Learning Of An Autonomous Learning Agent Patented View
15830940 Machine Learning And Automated Persistent Internet Domain Monitoring Abandoned View
16212354 Scheduling Task Graph Operations Abandoned View
16477245 Information Processing Apparatus, Information Processing Method, And Non-Transitory Recording Medium Abandoned View
16387584 Control System, Learning Data Creation Apparatus, Learning Apparatus, And Judgment Apparatus Abandoned View
15959023 Optimizing Feature Evaluation In Machine Learning Abandoned View
16477251 Information Processing Apparatus, Information Processing Method, And Non-Transitory Recording Medium Abandoned View
16142812 Deep Learning Model For Probabilistic Forecast Of Continuous Manufacturing Process Abandoned View
15952698 Interpretable General Reasoning System Using Key Value Memory Networks Abandoned View
16194919 Machine Learning Risk Determination System For Tree Based Models Abandoned View
16336744 Abnormality Detection Method And Abnormality Detection Apparatus Abandoned View
15826771 Generating Compositional Artifacts Based On Seed Artifacts Abandoned View
16507025 Collecting Observations For Machine Learning Patented View
15866225 Matrix Completion And Recommendation Provision With Deep Learning Patented View
15826613 System And Method For Semi-Supervised Conditional Generative Modeling Using Adversarial Networks Patented View
16985161 User Classification Based On User Content Viewed Patented View
16562192 Systems And Methods For Training Generative Machine Learning Models With Sparse Latent Spaces Abandoned View
16561319 Causal Relationship Display System And Method Abandoned View
15803479 Self-Adaptive System And Method For Large Scale Online Machine Learning Computations Abandoned View
16466889 Method And Device For Obtaining A System For Labelling Images Abandoned View
16170979 Perform Destages Of Tracks With Holes In A Storage System By Training A Machine Learning Module Patented View
16190121 Determining A Sequential Order Of Types Of Events Based On User Actions Associated With A Third Party System Patented View
16048368 System And Method For Enriching Datasets While Learning Abandoned View
15914967 Dynamic Learning System Patented View
16175737 Knowledge Base Content Discovery Abandoned View

Appeals Statistics

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