Prosecution Insights
Prosecution Insights
Technology area: Transportation, E-Commerce & Mechanical Systems
99 pending office actions • 35 art units • 83 examiners • 0 of 99 (0%) have an AI response strategy ready • 200 patents granted in the last 365 days
Visa International Service Association is managing 96 pending office actions in the Transportation, E-Commerce & Mechanical Systems technology area. These actions are distributed among 80 distinct examiners and 34 distinct art units. This distribution reflects the technical scope within transportation and e-commerce, as the portfolio interacts with 80 distinct examiners. GAW, MARK H is the busiest examiner, with 3 pending office actions currently under review.
The busiest examiner pending count of 3 is lower than the total 96 actions, indicating the level of workload distribution. With 80 distinct examiners involved, the company must navigate a variety of examiner preferences. The presence of 34 distinct art units further underscores the technical footprint of the company. This approach suggests that the company's innovations are being evaluated across 34 distinct art units. Such a number of 96 pending actions across many art units requires a coordinated prosecution strategy. GAW, MARK H handles 3 of the actions, which is the count for the busiest examiner in this portfolio. This structure indicates that the workload is spread across 80 distinct examiners.
Based on the USPTO statutory response window for each pending office action. 33 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. 33 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 (24%) |
| §101 + other | 39 (39%) |
| §103 only | 21 (21%) |
| §102 only | 3 (3%) |
| Double-patenting + other | 2 (2%) |
| Multi-statute (no §101) | 9 (9%) |
| No statute on record | 1 (1%) |
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 |
|---|---|---|---|
| GAW, MARK H | 3 | 49.8% | +59.7% |
| HILMANTEL, ADAM J | 3 | 41.2% | +29.4% |
| SUBRAMANIAN, NARAYANSWAMY | 2 | 28.4% | +30.3% |
| BRIDGES, CHRISTOPHER | 2 | 46.1% | +9.7% |
| STEVENSON, CHRISTINA C | 2 | 5.9% | +7.8% |
| KING, DAVIDA LEE | 2 | 35.6% | +36.4% |
| HASBROUCK, MERRITT J | 2 | 9.8% | +7.0% |
| DAGNEW, SABA | 2 | 37.5% | +17.6% |
| DING, CHUNLING | 2 | 56.1% | +61.5% |
| SHARON, AYAL I | 2 | 43.4% | +29.4% |
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 |
|---|---|---|---|
| 18701667 | System, Method, and Computer Program Product for Real-Time Transactions | SHARVIN, DAVID P | 60d overdue |
| 18414594 | PAYMENT NETWORK INTENT MONEY MANAGER | WORJLOH, JALATEE | 30d overdue |
| 18905709 | Method, System, and Computer Program Product for Improving Matching Algorithms | PATEL, DIPEN M | 24d overdue |
| 17957925 | DIGITAL FIAT CURRENCY | SMITH, SLADE E | 18d overdue |
| 19065787 | GLOBAL RELYING PARTY SYSTEM FOR VALIDATING DIGITAL IDENTITY CREDENTIALS | DUCK, BRANDON M | 15d overdue |
| 18880629 | TOKEN SERVICES FOR NON-FUNGIBLE TOKENS | DING, CHUNLING | 15d overdue |
| 19034888 | REAL-TIME RISK BASED PAYMENT DECISION SERVICE FOR TRANSIT SYSTEM | SHARON, AYAL I | 4d overdue |
| 18185444 | ACCELERATED ADVERSARIAL TRAINING FOR LARGE-SCALE SOURCE CODE DATASETS VIA FEATURE-SPACE TRANSFORMATION | DEVORE, CHRISTOPHER DILLON | 5d |
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 |
|---|---|---|---|
| 18880629 | TOKEN SERVICES FOR NON-FUNGIBLE TOKENS | DING, CHUNLING | 15d overdue |
| 19034888 | REAL-TIME RISK BASED PAYMENT DECISION SERVICE FOR TRANSIT SYSTEM | SHARON, AYAL I | 4d overdue |
| 17337742 | SYSTEMS AND METHODS FOR VERIFYING AND PROCESSING TRANSACTIONS USING VIRTUAL CURRENCY | KING, DAVIDA LEE | 16d |
| 19098347 | INTEGRATED CLAIMS PROCESSING HUB | SHARON, AYAL I | 34d |
| 18702496 | Method, System, and Computer Program Product for Auto-Profiling Anomalies | HILMANTEL, ADAM J | 43d |
| 17898347 | AUTOMATED DATA CAPTURE PROCESSING | GAW, MARK H | 56d |
| 19360208 | System, Method, and Computer Program Product for Generating Synthetic Graphs That Simulate Real-Time Transactions | SUBRAMANIAN, NARAYANSWAMY | — |
| 19161969 | SECURE PERSONAL IDENTIFICATION NUMBER ENTRY FOR TRANSACTIONS USING A PORTABLE ELECTRONIC DEVICE | KING, DAVIDA LEE | — |
| Art Unit | Apps |
|---|---|
| 3698 | 8 |
| 3699 | 8 |
| 3693 | 6 |
| 3695 | 6 |
| 3692 | 6 |
| 3691 | 5 |
| 3694 | 3 |
| 2876 | 2 |
| 2126 | 2 |
| 3621 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19360208 | System, Method, and Computer Program Product for Generating Synthetic Graphs That Simulate Real-Time Transactions | SUBRAMANIAN, NARAYANSWAMY | 3691 | §101 | Non-Final OA | — | Pending | Oct 16, 2025 |
| 19474151 | SHIELD-UP SYSTEM AND METHOD FOR PAYMENT TRANSACTIONS | BRIDGES, CHRISTOPHER | 3693 | §101§102§103 | Non-Final OA | — | Pending | Oct 09, 2025 |
| 19471931 | VERIFICATION USING BLOCKCHAIN SMART CONTRACT | STEVENSON, CHRISTINA C | 3698 | §101§103 | Non-Final OA | — | Pending | Oct 02, 2025 |
| 19161969 | SECURE PERSONAL IDENTIFICATION NUMBER ENTRY FOR TRANSACTIONS USING A PORTABLE ELECTRONIC DEVICE | KING, DAVIDA LEE | 3699 | §101§103 | Non-Final OA | — | Pending | Sep 03, 2025 |
| 19161011 | MULTIPLE NFC ANTENNA ARRAY AND USER DEVICE DETECTION | MIKELS, MATTHEW | 2876 | §102 | Non-Final OA | — | Pending | Aug 29, 2025 |
| 19293475 | AUTHENTICATION SYSTEMS AND METHODS USING LOCATION MATCHING | WONG, ERIC TAK WAI | — | §101§103 | Non-Final OA | — | Pending | Aug 07, 2025 |
| 19154099 | LOW COMMUNICATION DISTRIBUTED SYSTEMS | HASBROUCK, MERRITT J | 3695 | §101§103 | Final Rejection | — | Pending | Aug 06, 2025 |
| 19281933 | System, Method, and Computer Program Product for Dynamic Passcode Communication | TRAN, HAI | — | §101§103Other | Non-Final OA | — | Pending | Jul 28, 2025 |
| 19282649 | RAPID AUTO-RETRIEVAL OF ALIASES FOR INTERACTION | GAW, MARK H | — | §101§102§103 | Non-Final OA | — | Pending | Jul 28, 2025 |
| 19149948 | System, Method, and Computer Program Product for Multi Account Access Based on a Single Credential | SHAH, BHAVIN D | 3694 | §101§112 | Non-Final OA | — | Pending | Jul 22, 2025 |
| 19144326 | SYSTEM AND METHOD FOR REMEMBERING A RETURNING USER | NAJI, YOUNES | — | §103 | Non-Final OA | — | Pending | Jun 27, 2025 |
| 19244158 | QUERY RECORD ESTIMATOR | ASPINWALL, EVAN S | 2156 | §101§103 | Non-Final OA | — | Pending | Jun 20, 2025 |
| 19241660 | DIRECT EXTENDED REACH SYSTEM AND METHOD | DAGNEW, SABA | — | §101 | Non-Final OA | — | Pending | Jun 18, 2025 |
| 19232269 | TOKENIZED ACCOUNT ATTRIBUTES | HILMANTEL, ADAM J | 3691 | §101§102 | Non-Final OA | — | Pending | Jun 09, 2025 |
| 19134014 | RAPID VALUE TRANSFER BETWEEN DIFFERENT VALUE SYSTEMS | FELTEN, DANIEL S | 3692 | §103 | Non-Final OA | — | Pending | May 29, 2025 |
| 19126918 | DELIVERING USER DATA USING RESOURCE ADDRESS | DING, CHUNLING | 3699 | §103§112 | Non-Final OA | — | Pending | May 02, 2025 |
| 19197868 | PRIVACY-PRESERVING DATA DEDUPLICATION | LE, CHAU D | — | Other | Non-Final OA | — | Pending | May 02, 2025 |
| 19196067 | INSTANT TOKEN ISSUANCE | CHOI, YUE YIN | — | §101§103 | Non-Final OA | — | Pending | May 01, 2025 |
| 19192147 | PROCESSING METHOD USING VALIDATION KEY | FARAMARZI, GITA | — | §103 | Non-Final OA | — | Pending | Apr 28, 2025 |
| 19186189 | TOKENIZED CONTACTLESS TRANSACTION ENABLED BY CLOUD BIOMETRIC IDENTIFICATION AND AUTHENTICATION | OJIAKU, CHIKAODINAKA | — | §101§103 | Non-Final OA | — | Pending | Apr 22, 2025 |
| 19184623 | GLOBAL REMITTANCE SYSTEM AND METHOD | GAW, MARK H | — | §101 | Non-Final OA | — | Pending | Apr 21, 2025 |
| 19184937 | NFT INTERACTION PROCESSING SYSTEM AND METHOD | RAHIM, MONJUR | — | §102DP | Non-Final OA | — | Pending | Apr 21, 2025 |
| 19117748 | CARD WITH MAGNET ARRAY | MARSHALL, CHRISTLE I | 2876 | §102§103 | Final Rejection | 22d | Pending | Apr 02, 2025 |
| 19098347 | INTEGRATED CLAIMS PROCESSING HUB | SHARON, AYAL I | 3695 | §101§103 | Final Rejection | 34d | Pending | Apr 02, 2025 |
| 19114953 | SEMI-SUPERVISED SYSTEM FOR DOMAIN SPECIFIC SENTIMENT LEARNING | KAPOOR, DEVAN | 2126 | §101§103 | Non-Final OA | — | Pending | Mar 25, 2025 |
| 19085075 | System, Method, and Computer Program Product for Authenticating a Device Based on an Application Profile | RAHMAN, SM AZIZUR | — | §102 | Non-Final OA | — | Pending | Mar 20, 2025 |
| 19082671 | COMPREHENSIVE STORAGE APPLICATION PROVISIONING USING A PROVISIONING SOFTWARE DEVELOPMENT KIT (SDK) | SIDDIQI, MOHAMMAD A | — | §101§103Other | Non-Final OA | — | Pending | Mar 18, 2025 |
| 19070931 | System, Method, and Computer Program Product for Validating Software Agents in Robotic Process Automation Systems | KOBROSLI, SHADI HASSAN | — | §103Other | Non-Final OA | — | Pending | Mar 05, 2025 |
| 19109117 | CONTACTLESS TRANSACTION RECTIFICATION SYSTEM AND METHOD | HASBROUCK, MERRITT J | 3695 | §101§103 | Non-Final OA | — | Pending | Mar 05, 2025 |
| 19065787 | GLOBAL RELYING PARTY SYSTEM FOR VALIDATING DIGITAL IDENTITY CREDENTIALS | DUCK, BRANDON M | 3693 | §101§103 | Non-Final OA | 15d overdue | Pending | Feb 27, 2025 |
| 19059204 | EFFICIENT CLEARING TECHNIQUES | HOLLY, JOHN H | — | §101§103 | Non-Final OA | — | Pending | Feb 20, 2025 |
| 19105287 | SYSTEM AND METHOD FOR PERFORMING DEVICE ISOLATION IN AN AUTHENTICATION NETWORK | ZARKA, DAVID PETER | 2449 | §102§103§112 | Non-Final OA | — | Pending | Feb 20, 2025 |
| 19034888 | REAL-TIME RISK BASED PAYMENT DECISION SERVICE FOR TRANSIT SYSTEM | SHARON, AYAL I | 3695 | §101§103 | Final Rejection | 4d overdue | Pending | Jan 23, 2025 |
| 18880629 | TOKEN SERVICES FOR NON-FUNGIBLE TOKENS | DING, CHUNLING | 3699 | §101§103 | Non-Final OA | 15d overdue | Pending | Jan 02, 2025 |
| 19007144 | CRYPTOCURRENCY INFRASTRUCTURE SYSTEM | IMMANUEL, ILSE I | 3699 | §101§103§112Other | Non-Final OA | — | Pending | Dec 31, 2024 |
| 18980729 | INTEROPERABLE VALUE EXCHANGE SYSTEM AND METHOD | PRESTON, JOHN O | 3693 | §101§103 | Final Rejection | 34d | Pending | Dec 13, 2024 |
| 18953504 | System, Method, and Computer Program Product for Determining a Pseudo-Identity Score in a Virtual Environment Based on a Blockchain Network | COBB, MATTHEW | 3661 | §103 | Final Rejection | — | Pending | Nov 20, 2024 |
| 18935956 | CROSS-BORDER QUICK RESPONSE (QR) PAYMENT FLOW FOR ENCRYPTED PRIMARY ACCOUNT NUMBER (PAN) PAYMENT FLOW | CASTILHO, EDUARDO D | 3698 | §101§103§112 | Non-Final OA | 16d | Pending | Nov 04, 2024 |
| 18930825 | TECHNIQUES FOR SECURELY PERFORMING OFFLINE AUTHENTICATION | VAUGHAN, MICHAEL R | 2431 | §103 | Final Rejection | 5d overdue | Pending | Oct 29, 2024 |
| 18906586 | OPTIMIZED PRIVATE BIOMETRIC MATCHING | FARROW, FELICIA | 2437 | §112DP | Final Rejection | — | Pending | Oct 04, 2024 |
| 18905709 | Method, System, and Computer Program Product for Improving Matching Algorithms | PATEL, DIPEN M | 3621 | §101 | Non-Final OA | 24d overdue | Pending | Oct 03, 2024 |
| 18899780 | STOP PAYMENT SERVICE BY-PASS AND REMOVAL | BRIDGES, CHRISTOPHER | 3693 | §101 | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18847710 | System, Method, and Computer Program Product for Preventing Miner Extractable Value (MEV) Attacks in a Blockchain Network | SAX, TIMOTHY PAUL | 3698 | §103 | Non-Final OA | 55d | Pending | Sep 17, 2024 |
| 18887925 | SECURING ACCESS DATA USE WITH DEVICE DATA | STEVENSON, CHRISTINA C | 3698 | §101§103 | Final Rejection | — | Pending | Sep 17, 2024 |
| 18846914 | IN-PERSON PEER-TO-PEER TRANSFER USING TAP | ROSEN, ELIZABETH H | 3693 | §101 | Non-Final OA | — | Pending | Sep 13, 2024 |
| 18884659 | SECONDARY ACCOUNT MANAGEMENT PLATFORM | KIM, STEVEN S | 3698 | §101§103§112DP | Non-Final OA | 41d | Pending | Sep 13, 2024 |
| 18844375 | CRYPTOGRAPHIC KEY STORE ON CARD | NARRAMORE, BLAKE I | 2438 | §103 | Non-Final OA | 23d overdue | Pending | Sep 05, 2024 |
| 18824177 | METHOD AND SYSTEM FOR PROCESSING ACTION DATA | TURCHEN, JAMES R | 2439 | §102 | Final Rejection | 5d overdue | Pending | Sep 04, 2024 |
| 18820654 | METHOD FOR VERIFICATION OF HARDWARE-BASED AND SOFTWARE-BASED PAYMENT TERMINAL AUTHENTICITY DURING CARDHOLDER VERIFICATION | MALHOTRA, SANJEEV | 3691 | §101 | Final Rejection | — | Pending | Aug 30, 2024 |
| 18840527 | Method, System, and Computer Program Product for Managing Configuration Lease | KIM, HYUN SOO | 2176 | §102§103 | Final Rejection | 22d | Pending | Aug 22, 2024 |
| 18728063 | MULTI-LEVEL FINGERPRINTS TO DERIVE MISSING DATA DURING RETRY DETECTION | DINH, KHANH Q | 2458 | §102§103 | Final Rejection | — | Pending | Jul 10, 2024 |
| 18716450 | UNIVERSAL PAYMENT CHANNEL SYSTEM AND METHOD | IMMANUEL, ILSE I | 3699 | §101§103 | Non-Final OA | 62d | Pending | Jun 04, 2024 |
| 18678015 | System, Method, and Computer Program Product for Evolutionary Learning in Verification Template Matching During Biometric Authentication | LEY, SALLY THI | — | §103§112 | Non-Final OA | — | Pending | May 30, 2024 |
| 18712048 | AUTOMATIC MODEL ONBOARDING AND SEARCHING-BASED OPTIMIZATION | SMITH, KEVIN LEE | — | §101§103 | Non-Final OA | — | Pending | May 21, 2024 |
| 18702496 | Method, System, and Computer Program Product for Auto-Profiling Anomalies | HILMANTEL, ADAM J | 3691 | §101 | Final Rejection | 43d | Pending | Apr 18, 2024 |
| 18702382 | System, Method, and Computer Program Product for Denoising Sequential Machine Learning Models | STARKS, WILBERT L | — | §101 | Non-Final OA | — | Pending | Apr 18, 2024 |
| 18701667 | System, Method, and Computer Program Product for Real-Time Transactions | SHARVIN, DAVID P | 3692 | §101§103 | Non-Final OA | 60d overdue | Pending | Apr 16, 2024 |
| 18694152 | System, Method, and Computer Program Product for Identifying Weak Points in a Predictive Model | ASEGDEW, NATNAEL AREGA | — | §101§103§112 | Non-Final OA | — | Pending | Mar 21, 2024 |
| 18693651 | System, Method, and Computer Program Product for Tuning Prediction Results of Machine Learning Models | BRAHMACHARI, MANDRITA | — | §101§103 | Non-Final OA | — | Pending | Mar 20, 2024 |
| 18596607 | SYSTEM AND METHOD FOR IMPLEMENTING ENHANCED PAYMENT ON DELIVERY | RANKINS, WILLIAM E | 3694 | §101§112 | Final Rejection | — | Pending | Mar 05, 2024 |
| 18435374 | Method, System, and Computer Program Product for Training Distributed Machine Learning Models | WERNER, MARSHALL L | — | §101§103§112Other | Non-Final OA | — | Pending | Feb 07, 2024 |
| 18430504 | SECURE COMMUNICATION OF SENSITIVE INFORMATION TO VISUALLY IMPAIRED DEVICE USERS | MAAZOUZ, GHIZLANE | 2499 | §102§103 | Non-Final OA | 39d | Pending | Feb 01, 2024 |
| 18416767 | SYSTEMS AND METHODS FOR COMMUNICATING TOKEN ATTRIBUTES ASSOCIATED WITH A TOKEN VAULT | CUNNINGHAM II, GREGORY S | 3600 | §101 | Final Rejection | — | Pending | Jan 18, 2024 |
| 18414594 | PAYMENT NETWORK INTENT MONEY MANAGER | WORJLOH, JALATEE | 3697 | §101 | Non-Final OA | 30d overdue | Pending | Jan 17, 2024 |
| 18578406 | System, Method, and Computer Program Product for Segmentation Using Knowledge Transfer Based Machine Learning Techniques | CHEN, ALAN S | — | §103§112 | Non-Final OA | — | Pending | Jan 11, 2024 |
| 18396099 | Apparatus, System, and Method for Enabling Secure Transactions with Haptic Authorization | LEE, CLAY C | 3699 | §103 | Final Rejection | 36d | Pending | Dec 26, 2023 |
| 18390758 | System, Method, and Computer Program Product for Real-Time Account Level Rule Exclusion for Real-Time Payments | PINSKY, DOUGLAS W | 3626 | §101 | Final Rejection | — | Pending | Dec 20, 2023 |
| 18489673 | SYSTEM AND METHOD WITH REAL TIME MESSAGING | EKECHUKWU, CHINEDU U | 3695 | §101§103 | Final Rejection | — | Pending | Oct 18, 2023 |
| 18488135 | Apparatus, System, and Method for Enabling Secure Transactions with Audible Authorization | XIAO, ZESHENG | 3698 | §103 | Non-Final OA | — | Pending | Oct 17, 2023 |
| 18482578 | TRAVELER THEMATIC DESTINATION SEGMENTATION | KOESTER, MICHAEL RICHARD | 3624 | §101 | Non-Final OA | — | Pending | Oct 06, 2023 |
| 18376504 | Method, System, and Computer Program Product for Encoding Offers | DAGNEW, SABA | 3621 | §101 | Non-Final OA | — | Pending | Oct 04, 2023 |
| 18374799 | Method, System, and Computer Program Product for Coordinated Analysis of Output Scores and Input Features of Machine Learning Models in Different Environments | MOORE, URIAH VENDELL | — | §101 | Non-Final OA | — | Pending | Sep 29, 2023 |
| 18474729 | MULTILAYER IDENTITY TRANSACTION CONTROL AND VERIFICATION FOR E-COMMERCE TRANSACTIONS | CUNNINGHAM II, GREGORY S | 3694 | §101 | Final Rejection | 29d | Pending | Sep 26, 2023 |
| 18550246 | MULTI-FACTOR AUTHENTICATION SYSTEM AND METHOD | AVERY, BRIAN WILLIAM | 2495 | §103 | Non-Final OA | — | Pending | Sep 12, 2023 |
| 18463027 | ANOMALY DETECTION SYSTEM FOR MOBILE PAYMENT FUND TRANSFERS | LIU, I JUNG | 3695 | §101§103§112 | Non-Final OA | — | Pending | Sep 07, 2023 |
| 18280493 | System, Method, and Computer Program Product for State Compression in Stateful Machine Learning Models | SHAW, PETER C | 2493 | §103 | Final Rejection | — | Pending | Sep 06, 2023 |
| 18229272 | System, Method, Computer Program Product for Operating a Gated Multilayer Perceptron Machine Learning Model Architecture | KAPOOR, DEVAN | 2126 | §103 | Final Rejection | — | Pending | Aug 02, 2023 |
| 18272810 | System, Method, and Computer Program Product for Generating Synthetic Graphs That Simulate Real-Time Transactions | SUBRAMANIAN, NARAYANSWAMY | 3692 | §101 | Non-Final OA | — | Pending | Jul 18, 2023 |
| 18220912 | System, Method, and Computer Program Product for Evaluating a Fraud Detection System | HILMANTEL, ADAM J | 3691 | §101Other | Non-Final OA | — | Pending | Jul 12, 2023 |
| 18314625 | BROWSER EXTENSION FOR CLIENT-SIDE TOKENIZED AUTHENTICATION | GEORGALAS, ANNE MARIE | 3689 | §103 | Non-Final OA | 83d | Pending | May 09, 2023 |
| 18312402 | MUTUAL AUTHENTICATION OF PEER-TO-PEER PAYMENTS | KHATRI, NILESH B | 3699 | §101 | Non-Final OA | — | Pending | May 04, 2023 |
| 18298945 | METHODS AND SYSTEMS FOR SECURE TRANSFER OF PAYMENT PLANS | SHARVIN, DAVID P | 3692 | §101 | Final Rejection | 26d | Pending | Apr 11, 2023 |
| 18185444 | ACCELERATED ADVERSARIAL TRAINING FOR LARGE-SCALE SOURCE CODE DATASETS VIA FEATURE-SPACE TRANSFORMATION | DEVORE, CHRISTOPHER DILLON | 2129 | §101§103 | Final Rejection | 5d | Pending | Mar 17, 2023 |
| 18044736 | DYNAMIC GRAPH NODE EMBEDDING VIA LIGHT CONVOLUTION | TRAN, DAVID HOANG | 2147 | §101§103 | Final Rejection | 12d | Pending | Mar 09, 2023 |
| 18044060 | SECURE AND SCALABLE PRIVATE SET INTERSECTION FOR LARGE DATASETS | MUNGUIA, DUILIO | 2497 | §103 | Final Rejection | 3d overdue | Pending | Mar 03, 2023 |
| 17990796 | Method, System, and Computer Program Product for Grading an API Specification | WOOD, WILLIAM C | 2193 | §101§103 | Non-Final OA | — | Pending | Nov 21, 2022 |
| 17957925 | DIGITAL FIAT CURRENCY | SMITH, SLADE E | 3696 | §101 | Final Rejection | 18d overdue | Pending | Sep 30, 2022 |
| 17898347 | AUTOMATED DATA CAPTURE PROCESSING | GAW, MARK H | 3693 | §101 | Final Rejection | 56d | Pending | Aug 29, 2022 |
| 17907932 | DIGITAL TAG | RAZA, ZEHRA | 3697 | §103 | Non-Final OA | 49d | Pending | Aug 29, 2022 |
| 17791522 | Unified Contactless Kernel System And Method | TURK, BROCK E | 3692 | §103 | Non-Final OA | — | Pending | Jul 07, 2022 |
| 17790720 | SYSTEM AND METHOD FOR TOKEN PROCESSING | IDIAKE, VINCENT I | 3698 | §103 | Non-Final OA | — | Pending | Jul 01, 2022 |
| 17784981 | PLAN INTERACTION UTILIZING CRYPTOGRAM | DIROMA, SCOTT MICHAEL | 3698 | §103 | Final Rejection | 27d | Pending | Jun 13, 2022 |
| 17590249 | Method, System, and Computer Program Product for Multi-Task Learning in Deep Neural Networks | FACCENDA, GISEL GABRIELA | 2127 | §101§103§112 | Non-Final OA | — | Pending | Feb 01, 2022 |
| 17432989 | SYSTEM, METHOD, AND COMPUTER PROGRAM PRODUCT FOR GENERATING ENHANCED N-GRAM MODELS | LIU, CHIA-YI | 3692 | §101 | Final Rejection | — | Pending | Aug 23, 2021 |
| 17401002 | SYSTEM AND METHOD FOR OPTIMIZING A MACHINE LEARNING MODEL | NILSSON, ERIC | 2151 | §103 | Final Rejection | 125d overdue | Pending | Aug 12, 2021 |
| 17413441 | PROVISIONING INITIATED FROM A CONTACTLESS DEVICE | LOPEZ, MIGUEL ALEXANDER | 2496 | §102§103§112 | Final Rejection | — | Pending | Jun 11, 2021 |
| 17337742 | SYSTEMS AND METHODS FOR VERIFYING AND PROCESSING TRANSACTIONS USING VIRTUAL CURRENCY | KING, DAVIDA LEE | 3699 | §103 | Final Rejection | 16d | Pending | Jun 03, 2021 |
| 17261676 | PRIVACY PRESERVING AI DERIVED SIMULATED WORLD | YESILDAG, MEHMET | 3624 | §101 | Final Rejection | 55d | Pending | Jan 20, 2021 |
| 16981246 | AUTOMATED MACHINE LEARNING SYSTEMS AND METHODS | TRAN, DANIEL DUC | 2147 | §101§103§112 | Non-Final OA | — | Pending | Sep 15, 2020 |
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