1. Stats
  2. USPTO
  3. TC 2100
  4. Group 2120-2140
  5. Art Unit 2127
  6. Examiner Mengistu

Examiner Mengistu Tewodros E

2127-MENGISTU-TEWODROS-E

Employment Information

Art Unit:2127 — Data processing: artificial intelligence
Group:2120-2140 — Artificial Intelligence
Classes: 706 — Data processing: artificial intelligence
725 — Interactive video distribution systems
Phone:(571) 270-7714
Email:tewodros.mengistu@uspto.gov
Location:VA 22314
Title:Pat Examnr Elctrl Engrg
Service:7 years
Grade:GS-13

Grant Rate and Difficulty Ranking

87
3-Year Grant rate: 38% over 87 cases
Difficulty: Very Hard
Difficulty Percentile: 87th

With Examiner Mengistu, you have a 38% chance of getting an issued patent by 3 years after the first office action. Examiner Mengistu is a very hard examiner and in the 87th percentile across all examiners (with 100th percentile most difficult).

Grant Rate

Grant Rate Timeline

Below is the grant rate timeline for Examiner Mengistu, 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 2127

Examiner Mengistu's grant rate is lower than that of Art Unit 2127 and lower than that of the USPTO.

Average Office Actions Per Grant
Examiner Mengistu 3.0
Art Unit 2127 1.7

Interview Benefit

Grant Rate without Interview

Examiner Mengistu has granted 9 of 24 cases without any applicant-requested interviews for a grant rate of 38%.

Grant Rate with Interview

Examiner Mengistu has granted 24 of 63 cases with at least one applicant-requested interview for a grant rate of 38%.

Interview Benefit

With Examiner Mengistu, conducting an interview does not change your chance of getting your patent granted.

Recent Dispositions

Recent Dispositions

Number Title OA Rejections Status IFW
17168227 Automatic Machine Learning Model Evaluation Rejection information available with a Premium Stats subscription. See our pricing. Patented View
17844765 Computer-Readable Recording Medium Storing Speed-Up Program, Speed-Up Method, And Information Processing Device Abandoned View
16419917 Tree Alternating Optimization For Learning Classification Trees Abandoned View
17418555 Neural Architecture Search Through A Graph Search Space Abandoned View
17750641 Evaluation Method, Non-Transitory Computer-Readable Storage Medium, And Information Processing Device Abandoned View
18812021 Generating Visual Frameworks To Examine Results Of Algorithmic Decisions Patented View
16872322 Selective Data Rejection For Computationally Efficient Distributed Analytics Platform Patented View
15810105 Method Of Constructing An Artifical Intelligence Super Deep Layer Learning Model, Device, Mobile Terminal, And Software Program Of The Same Abandoned View
17748048 Embedding Table Generation Method And Embedding Table Condensation Method Abandoned View
17137663 Focused And Gamified Active Learning For Machine Learning Corpora Development Abandoned View
17046292 Scalable Partially Shared Multi-Task Neural Network System, Method, And Program Patented View
17358804 Mitigating Adversarial Attacks For Simultaneous Prediction And Optimization Of Models Abandoned View
16910908 Method And System For Hybrid Model Including Machine Learning Model And Rule-Based Model Abandoned View
17221030 Method For Predicting Status Of Machining Operation Abandoned View
16579516 Predicting Storage Need In A Distributed Network Abandoned View
18387799 Artificial Intelligence Based Transactions Contextualization Platform Patented View
17207361 Techniques For Adaptive Generation And Visualization Of Quantized Neural Networks Abandoned View
18984272 Hyperparameter Tuning In Autoregressive Integrated Moving Average (Arima) Models Patented View
19005923 Hardware-Aware Automated Machine Learning (Automl) Model Creation And Optimization Patented View
17125817 Generating A Solution For An Optimization Problem Abandoned View
17110330 Apparatuses And Methods For Training A Machine Learning Network For Use With A Time-Of-Flight Camera Patented View
16646494 Reward-Based Updating Of Synaptic Weights With A Spiking Neural Network Abandoned View
17298496 Adaptive Thermal Diffusivity Patented View
17141895 Method And System For Microarchitecture-Aware Program Sampling Patented View
17280034 Predicted Variables In Programming Abandoned View
16458148 Scalable Predictive Analytic System Abandoned View
15862369 Systems And Methods For Hardware-Based Pooling Patented View
16949477 Performance Prediction Using Dynamic Model Correlation Patented View
15549622 Cascaded Identification In Building Automation Abandoned View
17456405 System And Method For Determining A Vehicle Classification From Gps Tracks Abandoned View
18130517 Condensed Memory Networks Abandoned View
16249340 System And Method For Implementing A Client Sentiment Analysis Tool Abandoned View
17252218 Generating A Selectable Suggestion Using A Provisional Machine Learning Model When Use Of A Default Suggestion Model Is Inconsequential Patented View
16593175 System, Method, And Computer Program Product For Determining The Importance Of A Feature Of A Machine Learning Model Abandoned View
17318635 Method And System For Facilitating Classification Abandoned View
18733296 Dynamic Simulation Analytics Patented View
16824480 Artificial Intelligence System Providing Automated Distributed Training Of Machine Learning Models Patented View
17129367 Multidimensional Data Analysis For Issue Prediction Patented View
17158092 Node Aggregation With Graph Neural Networks Abandoned View
16940944 Rules And Machine Learning To Provide Regulatory Complied Fraud Detection Systems Abandoned View
16986506 Machine Learning Accelerator With Decision Tree Interconnects Patented View
18095426 Method Of Data Selection And Anomaly Detection Based On Auto-Encoder Model Abandoned View
15335050 Smart Sensing: A System And A Method For Distributed And Fault Tolerant Hierarchical Autonomous Cognitive Instrumentation Patented View
17850204 Systems And Methods For Facilitating Recognition Of A Device And/or An Instance Of An App Invoked On A Device Abandoned View
16529059 Optimization Of Neural Networks Using Hardware Calculation Efficiency Abandoned View
16262772 Quantizing Neural Networks With Batch Normalization Patented View
18030127 Self-Adaptive Multi-Model Approach In Representation Feature Space For Propensity To Action Abandoned View
16545224 Predicting A Persona Class Based On Overlap-Agnostic Machine Learning Models For Distributing Persona-Based Digital Content Abandoned View
16836528 Privacy Preserving Synthetic String Generation Using Recurrent Neural Networks Patented View
16560572 Dynamic Drilling Dysfunction Codex Patented View

Appeals Statistics

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