Prosecution Insights
Prosecution Insights
116 pending office actions • 72 art units • 101 examiners • 0 of 116 (0%) have an AI response strategy ready • 318 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 42 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. 42 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 | 3 (3%) |
| §101 + other | 12 (10%) |
| §103 only | 38 (33%) |
| §102 only | 12 (10%) |
| §112 only | 2 (2%) |
| Double-patenting only | 4 (3%) |
| Double-patenting + other | 3 (3%) |
| Multi-statute (no §101) | 33 (28%) |
| No statute on record | 9 (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 |
|---|---|---|---|
| VALENCIA, ALEJANDRO | 4 | 43.1% | +5.9% |
| PATEL, SHIVANG I | 3 | 74.8% | +16.1% |
| GZYBOWSKI, MICHAEL STANLEY | 3 | 67.3% | +53.5% |
| ESPERON, NATHAN GREGORY | 3 | 41.3% | +24.5% |
| BANH, DAVID H | 2 | 71.6% | +12.5% |
| KRASNOW, NICHOLAS R | 2 | 66.5% | +12.8% |
| KASS, BENJAMIN JOSEPH | 2 | 28.2% | +62.0% |
| WHATLEY, BENJAMIN R | 2 | 66.4% | +68.3% |
| CHIU, MAY LEUNG | 2 | 44.8% | +24.4% |
| NAULT, VICTOR ADELARD | 2 | 50.0% | +67.5% |
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 |
|---|---|---|---|
| 17641634 | KEYWORD DETECTIONS BASED ON EVENTS GENERATED FROM AUDIO SIGNALS | SERRAGUARD, SEAN ERIN | 125d overdue |
| 18557768 | PREDICTING MENTAL STATE CHARACTERISTICS OF USERS OF WEARABLE DEVICES | PATEL, SHERYL GOPAL | 59d overdue |
| 17793666 | MULTIPLE-TASK NEURAL NETWORKS | KIM, HARRISON CHAN YOUNG | 59d overdue |
| 18571521 | Electronic Device Audio Adjustment | HUBER, PAUL W | 45d overdue |
| 18847063 | FIRMWARE CONTROLLED SECRETS | TRAN, ELLEN C | 44d overdue |
| 17911559 | MICROFLUIDIC CHIP CELL SORTING AND TRANSFECTION | ESPERON, NATHAN GREGORY | 35d overdue |
| 17911553 | REAGENT INJECTIONS INTO CELLS | ESPERON, NATHAN GREGORY | 31d overdue |
| 17794134 | CONTROLLING MACHINE LEARNING MODEL STRUCTURES | NAULT, VICTOR ADELARD | 23d overdue |
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 |
|---|---|---|---|
| 17911559 | MICROFLUIDIC CHIP CELL SORTING AND TRANSFECTION | ESPERON, NATHAN GREGORY | 35d overdue |
| 17911553 | REAGENT INJECTIONS INTO CELLS | ESPERON, NATHAN GREGORY | 31d overdue |
| 17794134 | CONTROLLING MACHINE LEARNING MODEL STRUCTURES | NAULT, VICTOR ADELARD | 23d overdue |
| 17858718 | EXTRAPOLATED USAGE DATA | NAULT, VICTOR ADELARD | 9d |
| 18032710 | CELL LYSIS WITH MAGNETIC PARTICLES AND A RESISTOR | CHIU, MAY LEUNG | 12d |
| 18685495 | CONDUCTIVE COMPOUNDS TO ENCAPSULATE FLUIDIC DIES | KRASNOW, NICHOLAS R | 62d |
| 19025911 | Wearable Multimedia Device and Cloud Computing Platform with Application Ecosystem | PATEL, SHIVANG I | — |
| 19025892 | WEARABLE MULTIMEDIA DEVICE AND CLOUD COMPUTING PLATFORM WITH LASER PROJECTION SYSTEM | PATEL, SHIVANG I | — |
| Art Unit | Apps |
|---|---|
| 2853 | 7 |
| 1798 | 5 |
| 1758 | 3 |
| 1799 | 3 |
| 2621 | 2 |
| 2624 | 2 |
| 2435 | 2 |
| 2493 | 2 |
| 1743 | 2 |
| 2852 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19370692 | GESTURE-BASED VIRTUAL INTERFACES | HALEY, JOSEPH R | 2621 | §103 | Non-Final OA | — | Pending | Oct 27, 2025 |
| 19288960 | HAND-SPECIFIC LASER PROJECTED VIRTUAL INTERFACES AND OPERATIONS | BIBBEE, CHAYCE R | 2624 | §103DP | Non-Final OA | — | Pending | Aug 01, 2025 |
| 19181294 | LOGIC CIRCUITRY COMMUNICATION CHANNELS | DADA, BEEMNET W | 2435 | §102 | Final Rejection | — | Pending | Apr 16, 2025 |
| 19087910 | MEDIA LOADING DEVICES | KIM, SANG K | — | §102 | Non-Final OA | — | Pending | Mar 24, 2025 |
| 19025911 | Wearable Multimedia Device and Cloud Computing Platform with Application Ecosystem | PATEL, SHIVANG I | — | §101§103§112 | Non-Final OA | — | Pending | Jan 16, 2025 |
| 19025892 | WEARABLE MULTIMEDIA DEVICE AND CLOUD COMPUTING PLATFORM WITH LASER PROJECTION SYSTEM | PATEL, SHIVANG I | — | §103 | Non-Final OA | — | Pending | Jan 16, 2025 |
| 19025942 | Wearable Multimedia Device and Cloud Computing Platform with Application Ecosystem | PATEL, SHIVANG I | — | §101§103§112 | Non-Final OA | — | Pending | Jan 16, 2025 |
| 18994962 | USAGE CONTROL FOR CONSUMABLES OF A PRINT APPARATUS | VO, ANH T N | — | §102 | Non-Final OA | — | Pending | Jan 15, 2025 |
| 18994199 | ADVANCING MEDIA TRAILING EDGES | SHAH, MANISH S | — | §102 | Non-Final OA | — | Pending | Jan 14, 2025 |
| 18994047 | DIGITAL SIGNATURE | KABIR, JAHANGIR | 2439 | DP | Non-Final OA | — | Pending | Jan 13, 2025 |
| 18994042 | DIGITAL SIGNATURE | JAMSHIDI, GHODRAT | 2493 | §103DP | Non-Final OA | — | Pending | Jan 13, 2025 |
| 18872494 | ADJUSTING MICROPHONE POSITIONS | MEI, XU | — | §103 | Non-Final OA | — | Pending | Dec 06, 2024 |
| 18872582 | LIGHT ALTERING DEVICES FOR LIGHT SENSORS | PRABHAKHER, PRITHAM DAVID | 2638 | — | Final Rejection | 12d | Pending | Dec 06, 2024 |
| 18938212 | THREE-DIMENSIONAL PRINTING CONDUCTIVE ELEMENTS | KENNEDY, TIMOTHY J | 1743 | §102 | Non-Final OA | — | Pending | Nov 05, 2024 |
| 18932046 | MASKING BASED ON INTERLEAVING ZONES | UHLENHAKE, JASON S | 2853 | §102 | Non-Final OA | — | Pending | Oct 30, 2024 |
| 18923247 | CONTROLLERS TO DRIVE POWER CIRCUITS BASED ON CURRENTS DRAWN | STOYNOV, STEFAN | 2175 | §103 | Non-Final OA | — | Pending | Oct 22, 2024 |
| 18857546 | IMAGE FORMING APPARATUS WITH OVERWRITING OF DATA FROM PHOTOSENSITIVE DRUM | ELEY, JESSICA L | 2852 | §103 | Non-Final OA | — | Pending | Oct 17, 2024 |
| 18856374 | ASSOCIATING PRINTER DATA WITH CANDIDATE PRINTERS | CRUZ, IRIANA | — | §102§103 | Non-Final OA | — | Pending | Oct 11, 2024 |
| 18913567 | IMAGE PROCESSING | CHU, DAVID H | 2616 | §102§103 | Non-Final OA | — | Pending | Oct 11, 2024 |
| 18855927 | LEP PRINTING DEVICE BID ASSEMBLY CONSTANT CURRENT MODE | GRAINGER, QUANA M | 2852 | §102§103 | Non-Final OA | — | Pending | Oct 10, 2024 |
| 18851838 | LOADS TO OVERCLOCK CPUS | FATIMA, AYMAN | 2176 | — | Final Rejection | 29d | Pending | Sep 27, 2024 |
| 18847063 | FIRMWARE CONTROLLED SECRETS | TRAN, ELLEN C | 2433 | §103§112 | Final Rejection | 44d overdue | Pending | Sep 13, 2024 |
| 18845711 | INTERACTIVE REGIONS OF AUDIOVISUAL SIGNALS | BOCAR, DONNA V | 2621 | §102§103 | Non-Final OA | — | Pending | Sep 10, 2024 |
| 18837431 | LOGIC BOARD HAVING SELECTABLE SECONDARY CONDUCTIVE TRACES | SHARMA, ADITYA | — | §102§103 | Non-Final OA | — | Pending | Aug 09, 2024 |
| 18836421 | FLAGS WITH MOVEABLE INDICATORS | BANH, DAVID H | 2853 | §103 | Final Rejection | — | Pending | Aug 07, 2024 |
| 18835969 | ANTENNA SECTIONS | LEVI, DAMEON E | 2845 | §102§112 | Non-Final OA | — | Pending | Aug 05, 2024 |
| 18729780 | AQUEOUS ULTRAVIOLET FUSING AGENTS FOR COLORLESS THREE DIMENSIONAL PRINTED PARTS | KRASNOW, NICHOLAS R | 1744 | §103Other | Non-Final OA | — | Pending | Jul 17, 2024 |
| 18720550 | MARKING DEVICE TRACKING | BENNETT, GEORGE B | — | §102 | Non-Final OA | — | Pending | Jun 14, 2024 |
| 18716456 | CRYPTOGRAPHIC DEVICES AND SYSTEMS | KHAN, MOEEN | 2436 | §101§103 | Final Rejection | 4d overdue | Pending | Jun 04, 2024 |
| 18707859 | INKJET FLUID SET | VALENCIA, ALEJANDRO | 2853 | §103§112 | Final Rejection | — | Pending | May 06, 2024 |
| 18705123 | CLEANING ACCESSORIES | BANH, DAVID H | 3772 | §102§103 | Non-Final OA | — | Pending | Apr 26, 2024 |
| 18703791 | STATUS DISPLAY OF IMAGE FORMING APPARATUS USING POWER INPUT THROUGH WIRED INTERFACE | GUYTON, PHILIP A | 2113 | §103 | Non-Final OA | 55d | Pending | Apr 23, 2024 |
| 18703540 | ELECTROGRAPHIC TONERS | EVANS, BOONE ALEXANDER | — | — | Non-Final OA | — | Pending | Apr 22, 2024 |
| 18703027 | STORAGE DEVICES CONNECTORS | UNELUS, ERNEST | 2181 | §102§103 | Non-Final OA | — | Pending | Apr 19, 2024 |
| 18700230 | Color Processing Controls | HA, ALICIA | 2611 | §103§112 | Final Rejection | — | Pending | Apr 10, 2024 |
| 18629569 | DUAL BLUETOOTH TRANSCEIVER COMMUNICATIONS | HENSON, JAMAAL R | 2411 | §103 | Non-Final OA | — | Pending | Apr 08, 2024 |
| 18696069 | CERTIFICATE SCHEMAS FOR PUBLIC KEY CERTIFICATES | ALMEIDA, DEVIN E | 2492 | §103§112 | Non-Final OA | — | Pending | Mar 27, 2024 |
| 18690058 | TRANSMISSION OF SCANNED DOCUMENT TO DIFFERENT DESTINATIONS USING DIFFERENT SIZE FILES | AUGUSTIN, MARCELLUS | 2682 | §103 | Non-Final OA | — | Pending | Mar 07, 2024 |
| 18689044 | Network Issue Identifications | LEE, CHI HO A | 2475 | §102§103 | Final Rejection | 4d overdue | Pending | Mar 04, 2024 |
| 18685495 | CONDUCTIVE COMPOUNDS TO ENCAPSULATE FLUIDIC DIES | KRASNOW, NICHOLAS R | 1744 | §103 | Final Rejection | 62d | Pending | Feb 21, 2024 |
| 18683948 | COMPONENTS DEVIATION DETERMINATIONS | GALVIN-SIEBENALER, PAUL MICHAEL | — | §101§103§112 | Non-Final OA | — | Pending | Feb 15, 2024 |
| 18684133 | MOLECULE DETECTIONS | SODERQUIST, ARLEN | — | §103 | Non-Final OA | — | Pending | Feb 15, 2024 |
| 18682009 | SENDING SECURITY DOCUMENT ACCORDING TO SECURITY LEVEL OF MULTIPLE DESTINATIONS | PACHOL, NICHOLAS C | 2699 | §103 | Non-Final OA | 84d | Pending | Feb 07, 2024 |
| 18294787 | Authentication by Habitual Eye Tracking Data | JONES, ANDREW B | 2667 | §103§112 | Non-Final OA | 30d | Pending | Feb 02, 2024 |
| 18292847 | TEST WELL HAVING A BOTTOM INCLUDING A SINGLE OPENING | GZYBOWSKI, MICHAEL STANLEY | — | DP | Non-Final OA | — | Pending | Jan 26, 2024 |
| 18292849 | POLYMERASE CHAIN REACTION WELL INCLUDING A SIDE WALL WITH A FLUOROPOLYMER | GZYBOWSKI, MICHAEL STANLEY | — | — | Non-Final OA | — | Pending | Jan 26, 2024 |
| 18292266 | POLYMERASE CHAIN REACTION TEST WELL INCLUDING RESISTIVE SHEET | GZYBOWSKI, MICHAEL STANLEY | — | DP | Non-Final OA | — | Pending | Jan 25, 2024 |
| 18291403 | PCR KIT-OF-PARTS, METHOD AND SYSTEM | KAPUSHOC, STEPHEN THOMAS | 1683 | §103 | Non-Final OA | — | Pending | Jan 23, 2024 |
| 18577042 | Management of Display Device Connected to Docking Station | YIMER, GETENTE A | 2195 | §103 | Non-Final OA | — | Pending | Jan 05, 2024 |
| 18576647 | Rendering Avatar to Have Viseme Corresponding to Phoneme Within Detected Speech | CRAWFORD, JACINTA M | 2617 | §103 | Final Rejection | 17d overdue | Pending | Jan 04, 2024 |
| 18576250 | FIRMWARE UPGRADE OF IMAGE FORMING DEVICE | WEI, ZENGPU | 2197 | §101 | Non-Final OA | — | Pending | Jan 03, 2024 |
| 18573905 | SURFACE MARKING ROBOTS AND FLOOR PLANS | KITT, STEPHEN A | 1717 | §102 | Final Rejection | 54d | Pending | Dec 22, 2023 |
| 18571521 | Electronic Device Audio Adjustment | HUBER, PAUL W | 2691 | §103§112 | Final Rejection | 45d overdue | Pending | Dec 18, 2023 |
| 18570030 | Automated Capture of Neutral Facial Expression | LIN, JESSICA YIFANG | 2668 | — | Non-Final OA | — | Pending | Dec 13, 2023 |
| 18564444 | AUTHENTICATION | TRUVAN, LEYNNA THANH | 2435 | §103 | Non-Final OA | 14d | Pending | Nov 27, 2023 |
| 18564531 | FLUORESCENCE DETECTION VIA OUTCOUPLERS | KASS, BENJAMIN JOSEPH | 1798 | §103 | Final Rejection | — | Pending | Nov 27, 2023 |
| 18560766 | MICROPHONE DIRECTIONAL BEAMFORMING ADJUSTMENTS | GANMAVO, KUASSI A | 2692 | §103 | Non-Final OA | 11d overdue | Pending | Nov 14, 2023 |
| 18559761 | APPARATUS INCLUDING A LIQUID COOLANT PASSAGE FOR AMPLIFICATION OF A NUCLEIC ACID | EDWARDS, LYDIA E | 1636 | §102§103 | Non-Final OA | — | Pending | Nov 08, 2023 |
| 18557860 | MICROFLUIDIC DEVICE | KWAK, DEAN P | 1798 | §102 | Final Rejection | — | Pending | Oct 27, 2023 |
| 18557768 | PREDICTING MENTAL STATE CHARACTERISTICS OF USERS OF WEARABLE DEVICES | PATEL, SHERYL GOPAL | 3685 | §101 | Non-Final OA | 59d overdue | Pending | Oct 27, 2023 |
| 18557645 | DEFORMATION FACTORS BASED ON TENSION AND MEDIA ADVANCEMENT DATA | LEGESSE, HENOK D | 2853 | §102 | Non-Final OA | — | Pending | Oct 27, 2023 |
| 18557567 | MICROFLUIDIC DEVICE | HUANG, MICKEY NMN | 1758 | §103 | Non-Final OA | — | Pending | Oct 26, 2023 |
| 18557564 | MICROFLUIDIC DEVICE | WHATLEY, BENJAMIN R | 1798 | §102§103DP | Final Rejection | — | Pending | Oct 26, 2023 |
| 18557285 | DROPLET PCR | ESPERON, NATHAN GREGORY | 1799 | §102§103§112 | Non-Final OA | — | Pending | Oct 25, 2023 |
| 18557281 | PCR SYSTEM | MUI, CHRISTINE T | 1797 | §103§112 | Non-Final OA | — | Pending | Oct 25, 2023 |
| 18556433 | PRINT MEDIA DECURLING | SANDERS, HOWARD J | 3653 | §102§103§112 | Non-Final OA | 4d overdue | Pending | Oct 20, 2023 |
| 18554749 | LIQUID CRYSTAL TUNABLE POLARIZATION FILTERS FOR COLOR IMAGERS | CHIU, WESLEY JASON | 2639 | §103 | Final Rejection | 34d | Pending | Oct 10, 2023 |
| 18554562 | OPERATING SYSTEM CONFIGURATION AND REGISTRATION WITHOUT MANUAL USER INPUT OR INTERACTION AT COMPUTING DEVICE | FIORILLO, JAMES N | 2444 | §101§103 | Non-Final OA | — | Pending | Oct 09, 2023 |
| 18553967 | AUTHENTICATIONS OF CONSUMABLES BASED ON AUTHENTICATION INDICIA | CHEN, WENREN | 3626 | §101§103 | Final Rejection | — | Pending | Oct 04, 2023 |
| 18553777 | ELECTRONIC DEVICE POWER STATE CONTROLS | SAMPATH, GAYATHRI | 2176 | §103 | Non-Final OA | 28d | Pending | Oct 03, 2023 |
| 18283792 | PART FEATURES AND SPECIFIC PRINT MODES | MACHNESS, ARIELLA | 1743 | §103 | Non-Final OA | — | Pending | Sep 23, 2023 |
| 18282168 | THREE-DIMENSIONAL PRINTING WITH REACTION INHIBITION ADDITIVES | HEVEY, JOHN A | 1735 | §103 | Final Rejection | 28d | Pending | Sep 14, 2023 |
| 18548202 | WORKLOAD PERFORMANCE PREDICTION | KHAYER, SOHANA T | 3657 | §112 | Final Rejection | — | Pending | Aug 28, 2023 |
| 18232471 | IMAGE FORMING APPARATUS TIMED MOVEMENTS | VALENCIA, ALEJANDRO | 2853 | §103§112 | Non-Final OA | — | Pending | Aug 10, 2023 |
| 18273967 | SINGLE POINT SENSING | OLSHANNIKOV, ALEKSEY | 2118 | §103 | Final Rejection | — | Pending | Jul 24, 2023 |
| 18262107 | PERIPHERAL ELECTRONIC DEVICE REPRESENTATION VIA UNIFORM TRANSMISSION PROTOCOL | AYERS, MICHAEL W | 2100 | §103§112 | Non-Final OA | — | Pending | Jul 19, 2023 |
| 18339849 | Cloning Display Device Settings | CHATLY, AMIT | 2624 | §103§112 | Final Rejection | 27d | Pending | Jun 22, 2023 |
| 18258254 | AUTHENTICATING DEVICES AND COMPONENTS | VO, ETHAN VIET | 2431 | §103§112 | Non-Final OA | — | Pending | Jun 19, 2023 |
| 18209453 | Portable Battery Pack for Wirelessly Charging and Communicating with Portable Electronic Device Through Clothing | CASS, JEAN PAUL | 3666 | — | Final Rejection | — | Pending | Jun 13, 2023 |
| 18256543 | VOICE CONFERENCE AUDIO DATA VIA PROCESS IDENTIFIERS | WU, ZHEN Y | 2685 | §102 | Non-Final OA | 26d | Pending | Jun 08, 2023 |
| 18305854 | SELECTIVELY LIFTING SUBSTRATES | TUROCY, DAVID P | 1718 | — | Final Rejection | 34d | Pending | Apr 24, 2023 |
| 18033531 | THREE-DIMENSIONAL PRINTING | AHVAZI, BIJAN | 1763 | §103 | Final Rejection | 55d | Pending | Apr 24, 2023 |
| 18032710 | CELL LYSIS WITH MAGNETIC PARTICLES AND A RESISTOR | CHIU, MAY LEUNG | 1758 | — | Final Rejection | 12d | Pending | Apr 19, 2023 |
| 18249318 | PROTECTING INFORMATION REGARDING MACHINE LEARNING MODELS | ZARRINEH, SHAHRIAR | 2496 | §103§112 | Final Rejection | 34d | Pending | Apr 17, 2023 |
| 18249041 | GENERATING STATEMENTS | IDOWU, OLUGBENGA O | 2494 | §103 | Final Rejection | 15d | Pending | Apr 13, 2023 |
| 18248152 | COLLECTING WASTE PRINTING FLUID | VALENCIA, ALEJANDRO | 2853 | §102§103 | Non-Final OA | — | Pending | Apr 06, 2023 |
| 18030489 | FLUID ANALYSIS WITH FLUID SEAL SYSTEM | CHIU, MAY LEUNG | 1758 | §103 | Final Rejection | — | Pending | Apr 05, 2023 |
| 18247776 | INFERRING PSYCHOLOGICAL STATE | ANDERSON-FEARS, KEENAN NEIL | — | §102 | Non-Final OA | — | Pending | Apr 04, 2023 |
| 18028814 | CONTROLLING BILLING FOR APPLICATION INSTALLED IN IMAGE FORMING APPARATUS | LEE, CLAY C | 3699 | §103 | Non-Final OA | 34d | Pending | Mar 28, 2023 |
| 18118053 | BUILD COMPOSITIONS | LIOTT, CAROLINE DUSHECK | 1732 | §103 | Final Rejection | — | Pending | Mar 06, 2023 |
| 18043898 | MANAGEMENT TASK METADATA MODEL AND COMPUTING SYSTEM SIMULATION MODEL | MORRIS, JOSEPH PATRICK | — | §101§102 | Non-Final OA | — | Pending | Mar 02, 2023 |
| 18020222 | PHOSPHONIUM-CONTAINING POLYURETHANE COMPOSITIONS | GILLETT, JENNIFER ANN | 1789 | §103§112 | Non-Final OA | — | Pending | Feb 07, 2023 |
| 18016860 | IDENTIFYING TARGET NUCLEIC ACIDS USING IMMOBILIZED NUCLEASE | KASS, BENJAMIN JOSEPH | 1798 | §103§112 | Non-Final OA | — | Pending | Jan 18, 2023 |
| 18013156 | THREE-DIMENSIONAL PRINTING | HON, SOW FUN | 1782 | §103 | Final Rejection | — | Pending | Dec 27, 2022 |
| 18001236 | COMPUTING DEVICE UNLOCK CODES | OKEKE, IZUNNA | 2497 | §103 | Final Rejection | 30d | Pending | Dec 08, 2022 |
| 17926986 | RECOVERING POLYMER FROM THREE-DIMENSIONAL PRINTED OBJECTS | RIETH, STEPHEN EDWARD | 1759 | DP | Non-Final OA | — | Pending | Nov 21, 2022 |
| 17921114 | CALL MODIFICATION BASED ON POLICIES | DORAIS, CRAIG C | 2198 | §102§103 | Final Rejection | 70d | Pending | Oct 25, 2022 |
| 17921113 | KNOWLEDGE BASE RECOMMENDATIONS | CASTANEDA, IVAN ALEXANDER | 2195 | §101§102§103§112 | Final Rejection | 3d overdue | Pending | Oct 25, 2022 |
| 17921124 | IMAGING DEVICE OPERATIONS BASED ON BUSINESS MODELS | HUNTSINGER, PETER K | 2682 | §103§112 | Final Rejection | 4d overdue | Pending | Oct 25, 2022 |
| 17996089 | LOCATION-BASED TASKS | PHUONG, DAI | 2644 | §103 | Non-Final OA | — | Pending | Oct 13, 2022 |
| 17916437 | MAGENTA PIGMENT DISPERSANTS | CAI, WENWEN | 1763 | §112 | Final Rejection | 45d overdue | Pending | Sep 30, 2022 |
| 17912873 | MOLDED MICROFLUIDIC SUBSTRATE HAVING MICROFLUIDIC CHANNEL | HYUN, PAUL SANG HWA | 1796 | §103 | Final Rejection | 61d | Pending | Sep 20, 2022 |
| 17912189 | INTERMITTENT WARMING OF A BIOLOGIC SAMPLE INCLUDING A NUCLEIC ACID | WHATLEY, BENJAMIN R | 1798 | §102§103 | Non-Final OA | — | Pending | Sep 16, 2022 |
| 17911559 | MICROFLUIDIC CHIP CELL SORTING AND TRANSFECTION | ESPERON, NATHAN GREGORY | 1799 | §102§103§112 | Non-Final OA | 35d overdue | Pending | Sep 14, 2022 |
| 17911553 | REAGENT INJECTIONS INTO CELLS | ESPERON, NATHAN GREGORY | 1799 | §103§112 | Non-Final OA | 31d overdue | Pending | Sep 14, 2022 |
| 17799697 | TRANSMITTING NODE INSTRUCTIONS | STANLEY, JEREMY L | 2127 | §103 | Final Rejection | — | Pending | Aug 15, 2022 |
| 17797462 | MEDIA CLASSIFICATION | HONORE, EVEL NMN | 2142 | §101§103 | Non-Final OA | — | Pending | Aug 04, 2022 |
| 17794134 | CONTROLLING MACHINE LEARNING MODEL STRUCTURES | NAULT, VICTOR ADELARD | 2124 | §101§102§103§112 | Non-Final OA | 23d overdue | Pending | Jul 20, 2022 |
| 17793666 | MULTIPLE-TASK NEURAL NETWORKS | KIM, HARRISON CHAN YOUNG | 2145 | §101§103 | Final Rejection | 59d overdue | Pending | Jul 19, 2022 |
| 17866110 | WIRELESS COMMUNICATIONS BALANCING | HUDA, MUHAMMAD AINUL | 2467 | §103 | Non-Final OA | — | Pending | Jul 15, 2022 |
| 17858718 | EXTRAPOLATED USAGE DATA | NAULT, VICTOR ADELARD | 2124 | §101§103§112 | Non-Final OA | 9d | Pending | Jul 06, 2022 |
| 17782805 | CELL PREPARATION WITH A SERIES OF DETECTION DEVICES | BUNKER, AMY M | 1684 | — | Final Rejection | 21d | Pending | Jun 06, 2022 |
| 17775024 | CONDENSATION CONTROL IN AN INKJET PRINTER | VALENCIA, ALEJANDRO | 2853 | §103 | Non-Final OA | 56d overdue | Pending | May 06, 2022 |
| 17766784 | IDENTIFICATION OF A PRINTING SUBSTANCE LOAD FOR A PRINT JOB | HON, MING Y | 2666 | §101 | Non-Final OA | — | Pending | Apr 06, 2022 |
| 17761646 | MALWARE IDENTIFICATION | LESNIEWSKI, VICTOR D | 2493 | §103 | Final Rejection | 41d | Pending | Mar 18, 2022 |
| 17641634 | KEYWORD DETECTIONS BASED ON EVENTS GENERATED FROM AUDIO SIGNALS | SERRAGUARD, SEAN ERIN | 2657 | §103§112 | Final Rejection | 125d overdue | Pending | Mar 09, 2022 |
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