Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
78 pending office actions • 29 art units • 76 examiners • 0 of 78 (0%) have an AI response strategy ready • 225 patents granted in the last 365 days
Tata Group currently manages 78 pending office actions within the Transportation, E-Commerce & Mechanical Systems technology area. These actions are distributed across 76 distinct examiners, which is a smaller number than the total 78 pending office actions. The portfolio involves 29 distinct art units, indicating a broad technical scope for the company's filings. BOROWSKI, MICHAEL is the busiest examiner, currently overseeing 2 pending office actions.
The 76 distinct examiners involved suggest that almost every pending case is being handled by a different individual. This wide distribution across 29 distinct art units requires the company to manage a variety of procedural and technical requirements. BOROWSKI, MICHAEL, with 2 pending office actions, is one of the few examiners managing more than one case. Practitioners should note that the 78 pending office actions are subject to the diverse styles of these 76 distinct examiners.
The 29 distinct art units represent a significant variety of technical examination standards within Transportation, E-Commerce & Mechanical Systems. With 78 pending office actions, the volume of work is substantial and dispersed across the 76 distinct examiners. Understanding the specific preferences of BOROWSKI, MICHAEL is important for the 2 pending office actions they manage, as they are the busiest examiner in this set.
Based on the USPTO statutory response window for each pending office action. 13 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 13 of the docket's apps have a known mailing date.
Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.
| Bucket | Cases |
|---|---|
| §101 only | 24 (31%) |
| §101 + other | 33 (42%) |
| §103 only | 8 (10%) |
| §102 only | 3 (4%) |
| §112 only | 4 (5%) |
| Multi-statute (no §101) | 6 (8%) |
How the docket's pending cases split across USPTO tech-center bands.
Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| BOROWSKI, MICHAEL | 2 | 27.6% | +57.1% |
| SHEIKH, ASFAND M | 2 | 46.1% | +48.3% |
| DAUD, ABDULLAH AHMED | 1 | 55.4% | +31.1% |
| TRUONG, CAM Y T | 1 | 82.3% | +61.4% |
| RINES, ROBERT D | 1 | 38.5% | +47.1% |
| WU, XIAO MIN | 1 | 100.0% | +0.0% |
| DETWEILER, JAMES M | 1 | 38.8% | +43.5% |
| BROCKINGTON III, WILLIAM S | 1 | 42.2% | +54.9% |
| BERTRAM, ERIC D | 1 | 81.2% | +12.4% |
| KIRK, BRYAN J | 1 | 33.6% | +43.7% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19089071 | METHODS AND SYSTEMS FOR REAL-TIME LIVE TELEPRESENCE WITH DIGITAL AVATAR OF REMOTE PERSON | WU, XIAO MIN | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17663240 | METHOD AND SYSTEM FOR EXPLAINABLE MACHINE LEARNING USING DATA AND PROXY MODEL BASED HYBRID APPROACH | RIFKIN, BEN M | 140d overdue |
| 17822722 | METHOD AND SYSTEM FOR PROVIDING ASSISTANCE TO INTERVIEWERS | RUSS, COREY V | 138d overdue |
| 18181376 | RETAIL SPACE PLANNING THROUGH PATTERN RECOGNITION | CHEIN, ALLEN C | 9d |
| 18491061 | SYSTEM AND METHOD FOR ASSESSMENT OF INFORMATION TECHNOLOGY (IT) OPERATIONAL ENDURANCE OF AN ENTITY | SHEIKH, ASFAND M | 13d |
| 18430459 | MULTI-LEVEL RELIABILITY ASSESSMENT OF VENDORS BASED ON MULTI-DIMENSIONAL RELIABILITY SCORE | SHEIKH, ASFAND M | 14d |
| 19004573 | SYSTEMS AND METHODS FOR OPTIMIZING PRODUCT REVENUE | MINOR, AYANNA YVETTE | 22d |
| 17361974 | DETECTION OF ABNORMAL BEHAVIOUR OF DEVICES FROM ASSOCIATED UNLABELED SENSOR OBSERVATIONS | ALGHAZZY, SHAMCY | 22d |
| 18323012 | OPTIMAL INTRADAY SCHEDULING OF AGGREGATED DISTRIBUTED ENERGY RESOURCES (DERs) | BOROWSKI, MICHAEL | 28d |
Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18491061 | SYSTEM AND METHOD FOR ASSESSMENT OF INFORMATION TECHNOLOGY (IT) OPERATIONAL ENDURANCE OF AN ENTITY | SHEIKH, ASFAND M | 13d |
| 18430459 | MULTI-LEVEL RELIABILITY ASSESSMENT OF VENDORS BASED ON MULTI-DIMENSIONAL RELIABILITY SCORE | SHEIKH, ASFAND M | 14d |
| 18323012 | OPTIMAL INTRADAY SCHEDULING OF AGGREGATED DISTRIBUTED ENERGY RESOURCES (DERs) | BOROWSKI, MICHAEL | 28d |
| 19335178 | METHOD AND SYSTEM FOR TEMPLATIZATION AND RETRIEVAL OF DOMAIN KNOWLEDGE FOR ENTERPRISE TEXT-TO-SQL SEMANTIC PARSING | DAUD, ABDULLAH AHMED | — |
| 19306272 | METHOD AND SYSTEM FOR IDENTIFICATION OF PRODUCT TAXONOMY FROM PRODUCT ABBREVIATION | TRUONG, CAM Y T | — |
| 19248320 | METHOD AND SYSTEM FOR ENERGY COST OPTIMIZATION FRAMEWORK FOR A LOGISTIC ENTERPRISE | RINES, ROBERT D | — |
| 19084077 | PERSONALIZED PROMOTION OFFER GENERATION BY UNDERSTANDING CUSTOMER BUYING INTENT TO MAXIMIZE RETURN ON INVESTMENT | DETWEILER, JAMES M | — |
| 19075107 | METHOD AND SYSTEM FOR IDENTIFYING ALTERNATIVE PRODUCTS | BROCKINGTON III, WILLIAM S | — |
| Art Unit | Apps |
|---|---|
| 3624 | 7 |
| 3625 | 3 |
| 3791 | 2 |
| 3626 | 2 |
| 3692 | 2 |
| 2125 | 2 |
| 3627 | 2 |
| 1686 | 2 |
| 2164 | 1 |
| 2169 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19335178 | METHOD AND SYSTEM FOR TEMPLATIZATION AND RETRIEVAL OF DOMAIN KNOWLEDGE FOR ENTERPRISE TEXT-TO-SQL SEMANTIC PARSING | DAUD, ABDULLAH AHMED | 2164 | §101§103 | Non-Final OA | — | Pending | Sep 22, 2025 |
| 19306272 | METHOD AND SYSTEM FOR IDENTIFICATION OF PRODUCT TAXONOMY FROM PRODUCT ABBREVIATION | TRUONG, CAM Y T | 2169 | §101 | Final Rejection | — | Pending | Aug 21, 2025 |
| 19248320 | METHOD AND SYSTEM FOR ENERGY COST OPTIMIZATION FRAMEWORK FOR A LOGISTIC ENTERPRISE | RINES, ROBERT D | 3625 | §101§103 | Non-Final OA | — | Pending | Jun 24, 2025 |
| 19089071 | METHODS AND SYSTEMS FOR REAL-TIME LIVE TELEPRESENCE WITH DIGITAL AVATAR OF REMOTE PERSON | WU, XIAO MIN | — | §103 | Non-Final OA | — | Pending | Mar 25, 2025 |
| 19084077 | PERSONALIZED PROMOTION OFFER GENERATION BY UNDERSTANDING CUSTOMER BUYING INTENT TO MAXIMIZE RETURN ON INVESTMENT | DETWEILER, JAMES M | 3621 | §101§112 | Non-Final OA | — | Pending | Mar 19, 2025 |
| 19075107 | METHOD AND SYSTEM FOR IDENTIFYING ALTERNATIVE PRODUCTS | BROCKINGTON III, WILLIAM S | — | §101§112 | Non-Final OA | — | Pending | Mar 10, 2025 |
| 19072356 | SYSTEMS AND METHODS FOR GENERATING QUANTIFIABLE EXPLANATION FOR MULTI-LEAD ELECTROCARDIOGRAM AND ASSOCIATED REGION OF INTEREST | BERTRAM, ERIC D | — | §101 | Non-Final OA | — | Pending | Mar 06, 2025 |
| 19058356 | OPTIMAL ROUTE PLANNING AND VEHICLE CAPACITY UTILIZATION WITH MANAGEMENT OF INCOMPATIBLE COMMODITIES IN LOGISTICS | KIRK, BRYAN J | 3628 | §101 | Non-Final OA | — | Pending | Feb 20, 2025 |
| 19055614 | METHOD AND SYSTEM FOR COMPETITIVE PRICING INCORPORATING CUSTOMER PERCEPTION OF COMPETITOR PRICES | GUNN, JEREMY L | 3624 | §101§112 | Final Rejection | — | Pending | Feb 18, 2025 |
| 19049586 | METHOD AND SYSTEM FOR A VOICE ASSISTED QUALITY INSPECTION | OPSASNICK, MICHAEL N | — | §103 | Non-Final OA | — | Pending | Feb 10, 2025 |
| 19044967 | METHOD AND SYSTEM FOR USABLE PHISHING PREVENTIVE INFORMATION SYSTEMS | HABASHI, DANIEL MONIS S | — | §112 | Non-Final OA | — | Pending | Feb 04, 2025 |
| 19040904 | METHOD AND SYSTEM FOR SIGNAL ELEVATION BASED MUSCLE ACTIVITY DETECTION | CERIONI, DANIEL LEE | — | §101§112 | Non-Final OA | — | Pending | Jan 30, 2025 |
| 19037422 | METHOD AND SYSTEM FOR INNOVATION VELOCITY MEASUREMENT | YESILDAG, MEHMET | 3624 | §101 | Final Rejection | — | Pending | Jan 27, 2025 |
| 19008192 | METHOD AND SYSTEM FOR GENERATING INDEXED CORPUS FOR DOMAIN-DRIVEN KNOWLEDGE AUGMENTED QUESTION ANSWERING | KIM, ETHAN DANIEL | — | §101 | Non-Final OA | — | Pending | Jan 02, 2025 |
| 19006312 | METHOD AND SYSTEM FOR ADAPTIVE REAL TIME TRAINING FOR UNIFORM RESOURCE LOCATOR AWARENESS | UTAMA, ROBERT J | — | §101 | Non-Final OA | — | Pending | Dec 31, 2024 |
| 19004897 | METHOD AND SYSTEM FOR AUGMENTED SPEECH EMBEDDINGS BASED AUTOMATIC SPEECH RECOGNITION | WOZNIAK, JAMES S | — | §103 | Non-Final OA | — | Pending | Dec 30, 2024 |
| 19004573 | SYSTEMS AND METHODS FOR OPTIMIZING PRODUCT REVENUE | MINOR, AYANNA YVETTE | 3624 | §101 | Final Rejection | 22d | Pending | Dec 30, 2024 |
| 19004383 | METHOD AND SYSTEM FOR BAYESIAN REGRESSION-BASED FAULT DETECTION AND DIAGNOSIS IN WIND-TURBINE SENSORS AND ACTUATORS | WORKU, KIDEST | — | §101§103§112 | Non-Final OA | — | Pending | Dec 29, 2024 |
| 18987452 | SYSTEM AND METHOD TO DETERMINE CROP GROWTH STAGE NUTRIENT DEFICIENCIES | RUDOLPH, VINCENT M | — | §101§112 | Non-Final OA | — | Pending | Dec 19, 2024 |
| 18983889 | SYSTEMS AND METHODS FOR IDEATION OF RESEARCH PROPOSAL USING LARGE LANGUAGE MODELS AGENT-BASED ARCHITECTURE | HASSAN, ALI MOHAMAD | — | §101§103 | Non-Final OA | — | Pending | Dec 17, 2024 |
| 18960511 | DYNAMIC ALGO CONTAINER FRAMEWORK | PUJOLS-CRUZ, MARJORIE | 3624 | §101§103 | Non-Final OA | — | Pending | Nov 26, 2024 |
| 18957953 | PERPLEXITY AND LOG-LIKELIHOOD BASED APPROACH FOR TEXT CLASSIFICATION USING CAUSAL LANGUAGE MODELS | CRESPO FEBLES, HECTOR J | — | §103 | Non-Final OA | — | Pending | Nov 25, 2024 |
| 18954277 | METHOD AND SYSTEM FOR COMPUTING OPTIMAL ENERGY GENERATION SCHEDULE IN MULTI-ENERGY HUBS | SCHEUNEMANN, RICHARD N | 3624 | §101 | Final Rejection | 29d | Pending | Nov 20, 2024 |
| 18923297 | SYSTEM AND METHOD FOR IMITATION LEARNING IN ROBOTICS FOR COMPLEX TASK LEARNING | LEE, BENEDICT E | — | §103§112Other | Non-Final OA | — | Pending | Oct 22, 2024 |
| 18897055 | METHODS AND SYSTEMS FOR OPTIMIZING PERFORMANCE OF ENTERPRISE OPERATIONS USING MATURITY ASSESMENT | CRANDALL, RICHARD W. | 3619 | §101 | Non-Final OA | — | Pending | Sep 26, 2024 |
| 18828168 | METHOD AND SYSTEM FOR OPTIMAL SCHEDULING OF POWER SOURCES FOR MEETING ELECTRICITY DEMAND OF ENTERPRISE | BOROWSKI, MICHAEL | 3624 | §101§103 | Non-Final OA | — | Pending | Sep 09, 2024 |
| 18824640 | METHOD AND SYSTEM FOR MICROWAVE IMAGING WITH MULTIPLE-INPUT AND MULTIPLE-OUTPUT (MIMO) SYNTHETIC APERTURE RADAR (SAR) | LI, YONGHONG | — | §102§103§112 | Non-Final OA | — | Pending | Sep 04, 2024 |
| 18823160 | METHOD AND SYSTEM FOR DAMAGE LOCALIZATION USING LOW POWER GUIDED WAVE | BUTLER, KEVIN C | — | §102 | Non-Final OA | — | Pending | Sep 03, 2024 |
| 18822583 | METHOD AND SYSTEM FOR REAL-TIME CALIBRATION OF EAR-EEG DEVICE | EPPERT, LUCY CLARE | — | §103§112 | Non-Final OA | — | Pending | Sep 03, 2024 |
| 18810285 | ESTIMATION OF ACTUAL LOCATION OF USER DEVICE USING AGGREGATION OF LOCATION ESTIMATION MODELS | COSME, NATASHA W | — | §102 | Non-Final OA | — | Pending | Aug 20, 2024 |
| 18805294 | METHOD AND SYSTEM FOR ELECTRICITY CONSUMPTION PREDICTION | BROWN, MICHAEL J | — | §102 | Non-Final OA | — | Pending | Aug 14, 2024 |
| 18796739 | METHOD AND SYSTEM FOR IDENTIFYING PRODUCT DETAILS FROM MARKETING COLLATERAL IMAGES | ZHAO, CHRISTINE NMN | — | §103 | Non-Final OA | — | Pending | Aug 07, 2024 |
| 18791517 | METHOD AND SYSTEM OF GENERATING OPTIMAL PORTFOLIO FOR SELLER BIDDING STRATEGY IN DECOUPLED MULTI-ENERGY MARKETS | DUCK, BRANDON M | 3693 | §101 | Non-Final OA | — | Pending | Aug 01, 2024 |
| 18766333 | METHODS AND SYSTEMS FOR AUTOMATED GENERATION OF CLINICAL TRIAL DOCUMENTS | RAPILLO, KRISTINE K | 3682 | §101 | Non-Final OA | — | Pending | Jul 08, 2024 |
| 18762186 | METHOD AND SYSTEM OF LEARNING-BASED PROBLEM MANAGEMENT FOR INFORMATION TECHNOLOGY (IT) OPERATIONS | MASKULINSKI, MICHAEL C | — | §101 | Non-Final OA | — | Pending | Jul 02, 2024 |
| 18760678 | SYSTEMS AND METHODS FOR MANAGING EVENT CORRELATIONS | SWIFT, CHARLES M | — | §103 | Non-Final OA | — | Pending | Jul 01, 2024 |
| 18754618 | METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS FOR CLOUD INSTANCES FOR HIGH PERFORMANCE COMPUTING (HPC) APPLICATIONS | ROTARU, OCTAVIAN | — | §101§102§112Other | Non-Final OA | — | Pending | Jun 26, 2024 |
| 18753595 | METHOD AND SYSTEM FOR MONITORING ACCRETION IN A ROTARY KILN | SATANOVSKY, ALEXANDER | — | §101§103§112 | Non-Final OA | — | Pending | Jun 25, 2024 |
| 18742068 | METHODS AND SYSTEMS FOR ENABLING A HYBRID ARCHITECTURE IN AN ENTERPRISE APPLICATION | NIGATU, BEZA DIRESSA | 4100 | §103§112 | Non-Final OA | — | Pending | Jun 13, 2024 |
| 18645573 | METHOD AND SYSTEM FOR DETERMINING LOCAL FAIRNESS OF ML MODEL WITH DEGREE OF FAIRNESS | REYES, MARIELA D | — | §101 | Non-Final OA | — | Pending | Apr 25, 2024 |
| 18633767 | METHOD AND SYSTEM FOR DETERMINING POST-EXERCISE RECOVERY SCORE USING PERSONALIZED CARDIAC MODEL | HOFFPAUIR, ANDREW ELI | 3791 | §101§112 | Final Rejection | — | Pending | Apr 12, 2024 |
| 18603014 | SYSTEMS AND METHODS FOR IDENTIFICATION AND REPLENISHMENT OF TARGETED ITEMS ON SHELVES OF STORES | HATCHER, DEIRDRE D | 3625 | §101 | Non-Final OA | 30d | Pending | Mar 12, 2024 |
| 18592087 | CONTROL AND OPTIMIZATION OF CONTINUOUS CHROMATOGRAPHY PROCESS | KAY, DOUGLAS | — | §101§112 | Non-Final OA | — | Pending | Feb 29, 2024 |
| 18430459 | MULTI-LEVEL RELIABILITY ASSESSMENT OF VENDORS BASED ON MULTI-DIMENSIONAL RELIABILITY SCORE | SHEIKH, ASFAND M | 3626 | §101 | Non-Final OA | 14d | Pending | Feb 01, 2024 |
| 18428109 | METHOD AND SYSTEM FOR KNOWLEDGE-BASED ENGINEERING OF DIGITAL TWIN FOR PLANT MONITORING AND OPTIMIZATION | LU, HUA | 2118 | §103 | Non-Final OA | — | Pending | Jan 31, 2024 |
| 18422276 | METHOD AND SYSTEM FOR RISK ASSESSMENT OF AUTISM SPECTRUM DISORDER IN A SUBJECT | HANEY, AMANDA MARIE | 1682 | §101§112 | Non-Final OA | — | Pending | Jan 25, 2024 |
| 18414297 | INTER-BANK TRANSACTION WITH PRIVACY ENABLED AUDITING AND PRIVACY ENABLED INTER-BANK SETTLEMENTS IN BLOCKCHAIN NETWORK | ABDULLAEV, AMANULLA | 3692 | §101§112 | Non-Final OA | 75d | Pending | Jan 16, 2024 |
| 18393876 | METHOD AND SYSTEM FOR INVERSELY PREDICTING NANOFEATURES OF PLASMONIC METASURFACE USING REMODELED VARIATIONAL AUTOENCODER | LE, HUNG VAN | — | §101§103 | Non-Final OA | — | Pending | Dec 22, 2023 |
| 18544597 | METHOD AND SYSTEM FOR PREDICTING MULTI-HOP TURNAROUND TIME OPERATIONS IN AIRCRAFT | WAESCO, JOSEPH M | 3625 | §101§112 | Final Rejection | — | Pending | Dec 19, 2023 |
| 18527487 | ENSEMBLE CLASSIFIER FOR IMPUTATION OF MOBILITY DATA OF UNKNOWN SUBJECT | MILLER, ALEXANDRIA JOSEPHINE | — | §101§103 | Non-Final OA | — | Pending | Dec 04, 2023 |
| 18528536 | METHODS AND SYSTEMS FOR TASK ADAPTATION USING FUZZY DEEP LEARNING ARCHITECTURE | CARDOSO, JUSTIN ALEXANDER | — | §101§103 | Non-Final OA | — | Pending | Dec 04, 2023 |
| 18385604 | METHOD AND SYSTEM FOR DESIGNING DRUG-LIKE MOLECULES FROM DESIRED GENE EXPRESSION SIGNATURES | ELKINS, BLAKE HARRISON | — | §101§103§112 | Non-Final OA | — | Pending | Oct 31, 2023 |
| 18491061 | SYSTEM AND METHOD FOR ASSESSMENT OF INFORMATION TECHNOLOGY (IT) OPERATIONAL ENDURANCE OF AN ENTITY | SHEIKH, ASFAND M | 3626 | §101 | Final Rejection | 13d | Pending | Oct 20, 2023 |
| 18470568 | METHOD AND SYSTEM FOR IDENTIFYING CANDIDATE GENOME SEQUECNCES BY ESTIMATING COVERAGE | LEVERETT, MARY CHANG | — | §101 | Non-Final OA | — | Pending | Sep 20, 2023 |
| 18241521 | SYSTEM AND METHOD FOR STABILIZING AND ACCELERATING ITERATIVE NUMERICAL SIMULATION | TRIVEDI, ATUL | — | §101§103 | Non-Final OA | — | Pending | Sep 01, 2023 |
| 18264055 | METHOD AND SYSTEM FOR DESIGNING PERSONALIZED THERAPEUTICS AND DIET BASED ON FUNCTIONS OF MICROBIOME | LIU, GUOZHEN | — | §101§112 | Non-Final OA | — | Pending | Aug 02, 2023 |
| 18362123 | METHOD AND SYSTEM FOR SWITCHING BETWEEN HARDWARE ACCELERATORS FOR DATA MODEL TRAINING | HADDAD, MAJD MAHER | 2125 | §103§112 | Final Rejection | — | Pending | Jul 31, 2023 |
| 18333769 | SYSTEMS AND METHODS FOR SIMULATING GARMENTS ON TARGET BODY POSES | COCCHI, MICHAEL EDWARD | — | §101§112 | Non-Final OA | — | Pending | Jun 13, 2023 |
| 18332552 | ESTIMATING BLOOD PRESSURE OF A SUBJECT USING AN ECG DRIVEN CARDIOVASCULAR MODEL | AGAHI, PUYA | 3791 | §101 | Final Rejection | — | Pending | Jun 09, 2023 |
| 18265479 | METHOD AND SYSTEM FOR SIMULTANEOUS INTERPRETATION OF TAXONOMIC DISTRIBUTION AND REPLICATION RATES OF MICROBIAL COMMUNITIES | LIN, JERRY | — | §101§112 | Non-Final OA | — | Pending | Jun 06, 2023 |
| 18323012 | OPTIMAL INTRADAY SCHEDULING OF AGGREGATED DISTRIBUTED ENERGY RESOURCES (DERs) | BOROWSKI, MICHAEL | 3624 | §101 | Non-Final OA | 28d | Pending | May 24, 2023 |
| 18323182 | SYSTEMS AND METHODS FOR GENERATING OPTIMAL INTRADAY BIDS AND OPERATING SCHEDULES FOR DISTRIBUTED ENERGY RESOURCES | TURK, BROCK E | 3692 | §101§112 | Final Rejection | — | Pending | May 24, 2023 |
| 18181376 | RETAIL SPACE PLANNING THROUGH PATTERN RECOGNITION | CHEIN, ALLEN C | 3627 | §101 | Final Rejection | 9d | Pending | Mar 09, 2023 |
| 18151548 | METHOD AND SYSTEM TO ESTIMATE PERFORMANCE OF SESSION BASED RECOMMENDATION MODEL LAYERS ON FPGA | VAUGHN, RYAN C | 2125 | §103§112 | Non-Final OA | — | Pending | Jan 09, 2023 |
| 18146885 | SYSTEMS AND METHODS FOR PREDICTING AND OPTIMIZING PERFORMANCE OF GAS TURBINES | DUGER, JASON H | 3741 | §112 | Non-Final OA | — | Pending | Dec 27, 2022 |
| 18048055 | METHOD AND SYSTEM FOR SPECTRUM MATCHING FOR HYPERSPECTRAL AND MULTISPECTRAL DATA | LEE, SANGKYUNG | 2858 | §101 | Non-Final OA | 28d | Pending | Oct 20, 2022 |
| 17822722 | METHOD AND SYSTEM FOR PROVIDING ASSISTANCE TO INTERVIEWERS | RUSS, COREY V | 3629 | §101 | Non-Final OA | 138d overdue | Pending | Aug 26, 2022 |
| 17905038 | MODEL DRIVEN SUB-SYSTEM FOR DESIGN AND EXECUTION OF EXPERIMENTS | SHALABY, AHMAD HUSSAM | 2187 | §101§103§112 | Final Rejection | — | Pending | Aug 25, 2022 |
| 17819208 | METHOD AND SYSTEM FOR FEATURE SPECIFICATION AND DEPENDENCY INFORMATION EXTRACTION FROM REQUIREMENT SPECIFICATION DOCUMENTS | ISKENDER, ALVIN ALIK | 2654 | §103 | Non-Final OA | — | Pending | Aug 11, 2022 |
| 17759734 | METHOD AND COMPOSITION FOR MICROBIOME BASED AMELIORATION OF SKIN ASSOCIATED AUTOIMMUNE INFLAMMATORY DISEASES | MINCHELLA, KAITLYN L | 1685 | §101§103§112 | Non-Final OA | — | Pending | Jul 29, 2022 |
| 17815316 | CONGENIALITY-PRESERVING GENERATIVE ADVERSARIAL NETWORKS FOR IMPUTING LOW-DIMENSIONAL MULTIVARIATE TIME-SERIES DATA | PHAM, JESSICA THUY | 2121 | §101§112 | Non-Final OA | — | Pending | Jul 27, 2022 |
| 17663240 | METHOD AND SYSTEM FOR EXPLAINABLE MACHINE LEARNING USING DATA AND PROXY MODEL BASED HYBRID APPROACH | RIFKIN, BEN M | 2123 | §101§112 | Non-Final OA | 140d overdue | Pending | May 13, 2022 |
| 17634903 | SYSTEM AND METHOD FOR ASSESSING THE RISK OF PREDIABETES | KRIANGCHAIVECH, KETTIP | 1686 | §101§103§112 | Non-Final OA | — | Pending | Feb 11, 2022 |
| 17596186 | SYSTEM AND METHOD FOR COMBATING MYCOBACTERIUM TUBERCULOSIS INFECTIONS | KONOPKA, CATHERINE ANNE | 1635 | §112 | Final Rejection | — | Pending | Dec 03, 2021 |
| 17494868 | METHODS AND SYSTEMS FOR ENSURING ON-TIME DELIVERY (OTD) OF PRODUCT | SALMAN, AVIA ABDULSATTAR | 3627 | §101 | Non-Final OA | — | Pending | Oct 06, 2021 |
| 17471564 | METHOD AND SYSTEM FOR GENERATING LABELED DATASET USING A TRAINING DATA RECOMMENDER TECHNIQUE | FEITL, LEAH M | 2147 | §101§103 | Final Rejection | — | Pending | Sep 10, 2021 |
| 17361974 | DETECTION OF ABNORMAL BEHAVIOUR OF DEVICES FROM ASSOCIATED UNLABELED SENSOR OBSERVATIONS | ALGHAZZY, SHAMCY | 2128 | §101 | Final Rejection | 22d | Pending | Jun 29, 2021 |
| 17136351 | IN-SILICO DESIGN OF ELECTROPORATION EXPERIMENTS FOR TOPICAL AND TRANSDERMAL DRUG DELIVERY APPLICATIONS | DHARITHREESAN, NIDHI | 1686 | §112 | Final Rejection | 6d | Pending | Dec 29, 2020 |
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