Prosecution Insights
Last updated: August 18, 2026

Carnegie Mellon University

48 pending office actions • 39 art units • 47 examiners • 1 of 48 (2%) have an AI response strategy ready • 61 patents granted in the last 365 days

Portfolio Summary

48
Total Pending OAs
28
Non-Final OAs
16
Final Rejections
4
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 18 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

12
Overdue
1
Due this week
4
Due this month
0
Due in next 60 days
1
Due later

Deadline Fire Line

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. 18 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (12)Due ≤ 7 days (1)Due ≤ 30 days (4)Due later (1)

Case Difficulty Mix

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.

21
Hard (44%)
24
Medium (50%)
2
Easy (4%)
1
Unknown (2%)

Rejection Statute Mix

BucketCases
§101 only1 (2%)
§101 + other4 (8%)
§103 only21 (44%)
§102 only2 (4%)
§112 only1 (2%)
Double-patenting only1 (2%)
Double-patenting + other1 (2%)
Multi-statute (no §101)16 (33%)
No statute on record1 (2%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

13
Life Sciences
27% of docket
4
Information Tech
8% of docket
7
Communications
15% of docket
4
Semiconductors
8% of docket
13
Mechanical / Eng
27% of docket
7
Business / Other
15% of docket

Time-on-OA Estimate

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.

480 h
Manual time on pending OAs
96 h
Time saved (low, 20%)
168 h
Time saved (mid, 35%)
4.2 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
WOZNICKI, JACQUELINE 2 49.7% +26.6%
ANWARI, MACEEH 1 81.2% +5.4%
GILLIGAN, CHRISTOPHER L 1 57.3% +40.5%
CRIBBS, MALCOLM 1 88.9% +14.7%
AHMED, MASUD 1 82.6% +13.0%
ELSHAER, ALAAELDIN M 1 35.6% +31.4%
BILODEAU, DUSTIN E 1 87.8% +8.6%
HILSMIER, HEIDI ANN 1 83.3% +33.3%
LINDLOF, JOHN M 1 67.9% +16.8%
CHANG, AUDREY Y 1 46.6% +20.2%

Quick Wins (4)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 4 ordered by deadline are shown.

App #TitleExaminerDue in
18876290 Biodegradable Hydrogel Actuator with Shape Morphing Capability for Soft Robotics and Methods of Fabrication AHMED, MASUD 65d
19155311 SYSTEM AND METHOD FOR NAVIGATING AND INTERACTING VIA CONVERSATION ANWARI, MACEEH
18945098 FEW-SHOT OBJECT DETECTION WITH VISION-LANGUAGE MODELS BILODEAU, DUSTIN E
18914612 MONOTONIC AMPLITUDE PULSE TRAINS FOR NON-INVASIVE NEUROSTIMULATION HILSMIER, HEIDI ANN

Hard Cases (21)

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 #TitleExaminerDue in
18033677 Sensing Device CLARKE, ADAM S 44d overdue
16606055 Nanowire-Mesh Templated Growth of Out-of-Plane Three-Dimensional Fuzzy Graphene TUROCY, DAVID P 19d overdue
18272141 System, Method, and Apparatus for Sensor Drift Compensation ZAYKOVA-FELDMAN, LYUDMILA 18d overdue
18011401 System and Method for Application-Dependent Selection of Batteries with Differentiable Programming COCCHI, MICHAEL EDWARD 9d overdue
18462634 Modular DNA Nanoshells for Cell Encapsulation and Ruggedization AMICK, THOMAS RUSSE 4d overdue
18144125 STRUCTURED MEDICAL DATA CLASSIFICATION SYSTEM FOR MONITORING AND REMEDIATING TREATMENT RISKS ABDULLAH, AAISHA 14d
16434869 Fe-Ni Nanocomposite Alloys HILL, STEPHANI A 21d
18700522 MULTIDIMENSIONAL 3D GRAPHENE-BASED HIGH-PERFORMANCE CATALYSTS FERRE, ALEXANDRE F 26d

Interview Candidates (9)

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 #TitleExaminerDue in
17184109 EXOSKELETON DEVICE AND CONTROL SYSTEM WOZNICKI, JACQUELINE 6d
18876290 Biodegradable Hydrogel Actuator with Shape Morphing Capability for Soft Robotics and Methods of Fabrication AHMED, MASUD 65d
19270373 A DATA PROCESSING SYSTEM FOR DETECTING HEALTH RISKS AND CAUSING TREATMENT RESPONSIVE TO THE DETECTION GILLIGAN, CHRISTOPHER L
19063255 IMPLEMENTING A PRIVACY INFRASTRUCTURE FOR THE INTERNET OF THINGS CRIBBS, MALCOLM
18873099 A CLINICAL DECISION SUPPORT TOOL AND METHOD FOR PATIENTS WITH PULMONARY ARTERIAL HYPERTENSION ELSHAER, ALAAELDIN M
18914612 MONOTONIC AMPLITUDE PULSE TRAINS FOR NON-INVASIVE NEUROSTIMULATION HILSMIER, HEIDI ANN
18901964 VECTOR DATAFLOW ARCHITECTURE FOR EMBEDDED SYSTEMS LINDLOF, JOHN M
18851720 Holographic Light Curtains CHANG, AUDREY Y

Top Art Units

Art UnitApps
1691 2
3774 2
3663 1
3683 1
3657 1
3687 1
2664 1
2622 1
2611 1
3792 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19155311 SYSTEM AND METHOD FOR NAVIGATING AND INTERACTING VIA CONVERSATION ANWARI, MACEEH 3663 §103 Non-Final OA Pending Aug 11, 2025
19270373 A DATA PROCESSING SYSTEM FOR DETECTING HEALTH RISKS AND CAUSING TREATMENT RESPONSIVE TO THE DETECTION GILLIGAN, CHRISTOPHER L 3683 §101§102§103 Non-Final OA Pending Jul 15, 2025
19063255 IMPLEMENTING A PRIVACY INFRASTRUCTURE FOR THE INTERNET OF THINGS CRIBBS, MALCOLM §103§112Other Non-Final OA Pending Feb 25, 2025
18876290 Biodegradable Hydrogel Actuator with Shape Morphing Capability for Soft Robotics and Methods of Fabrication AHMED, MASUD 3657 §103 Non-Final OA 65d Pending Dec 18, 2024
18873099 A CLINICAL DECISION SUPPORT TOOL AND METHOD FOR PATIENTS WITH PULMONARY ARTERIAL HYPERTENSION ELSHAER, ALAAELDIN M 3687 §101§103Other Non-Final OA Pending Dec 09, 2024
18945098 FEW-SHOT OBJECT DETECTION WITH VISION-LANGUAGE MODELS BILODEAU, DUSTIN E 2664 §103 Non-Final OA Pending Nov 12, 2024
18914612 MONOTONIC AMPLITUDE PULSE TRAINS FOR NON-INVASIVE NEUROSTIMULATION HILSMIER, HEIDI ANN §103 Final Rejection Pending Oct 14, 2024
18901964 VECTOR DATAFLOW ARCHITECTURE FOR EMBEDDED SYSTEMS LINDLOF, JOHN M DP Non-Final OA Pending Sep 30, 2024
18851720 Holographic Light Curtains CHANG, AUDREY Y §103§112 Non-Final OA Pending Sep 27, 2024
18829215 System and Method for Interacting with a Mobile Device Using Finger Pointing GIESY, ADAM 2622 §103 Final Rejection Pending Sep 09, 2024
18844243 TRAINING SYSTEM FOR SIMULATING COCHLEAR IMPLANT PROCEDURES SAINT-VIL, EDDY §102 Non-Final OA Pending Sep 05, 2024
18843490 INSTRUMENTED COCHLEAR IMPLANT MINCHELLA, ADAM ZACHARY §102§103 Final Rejection Pending Sep 03, 2024
18791565 SIMULTANEOUS MAP AND DYNAMIC OBJECT RECONSTRUCTION FROM LIDAR GOCO, JOHN PATRICK 2611 §103 Final Rejection 3d overdue Pending Aug 01, 2024
18742524 Method for Non-Invasive or Minimally-Invasive Stimulation of Deep Brain Targets JAHAN, ISRAT 3792 §103 Final Rejection Pending Jun 13, 2024
18709685 SYSTEM AND METHOD FOR ASSIGNING COMPLEX CONCAVE POLYGONS AS BOUNDING BOXES STREGE, JOHN B 2669 §101§103§112Other Non-Final OA Pending May 13, 2024
18707951 Automated Perineal Care System KLOTZ, WILLIAM R 3754 §103§112 Final Rejection Pending May 07, 2024
18707434 METHOD FOR PREDICTING PROPERTIES OF ELECTROLYTES NGHIEM, MICHAEL P §103 Non-Final OA Pending May 03, 2024
18700522 MULTIDIMENSIONAL 3D GRAPHENE-BASED HIGH-PERFORMANCE CATALYSTS FERRE, ALEXANDRE F 1788 §103§112 Non-Final OA 26d Pending Apr 11, 2024
18441844 REACTIVE CONDENSATION PARTICLE COUNTER FOR THE DETECTION OF TRACE ATMOSPHERIC GASES BERA, HENA RAKESHKUMAR 2877 §102§103§112 Non-Final OA Pending Feb 14, 2024
18530591 METHOD FOR CARRYING OUT A DECISION FOR UPGRADING AND/OR DEPLOYING SOFTWARE ON MULTIPLE HETEROGENOUS DEVICES NGUYEN, DUY KHUONG THANH 2199 §103 Non-Final OA 8d overdue Pending Dec 06, 2023
18283252 Method of Manufacturing Porous Structures With Controllable and Directionally Tunable Porosity Via Freeze Casting BEHRENS JR., ANDRES E 1741 §103 Non-Final OA 37d overdue Pending Sep 21, 2023
18369331 ELECTRODE SURFACE ENGINEERING IN LITHIUM ION BATTERIES WEINER, LAURA S 1723 §102§103§112 Non-Final OA Pending Sep 18, 2023
18462634 Modular DNA Nanoshells for Cell Encapsulation and Ruggedization AMICK, THOMAS RUSSE 1638 §102§112 Non-Final OA 4d overdue Pending Sep 07, 2023
18279687 Synthesis of Gamma Peptide Nucleic Acid Monomers and Oligomers, and Applications Therefor LEWIS, PATRICK T 1691 §112 Non-Final OA 8d Pending Aug 31, 2023
18262556 HIGH-TEMPERATURE AND HIGH-PRESSURE HEAT EXCHANGER ALVARE, PAUL 3763 §102§103§112 Non-Final OA Pending Jul 21, 2023
18272141 System, Method, and Apparatus for Sensor Drift Compensation ZAYKOVA-FELDMAN, LYUDMILA 2857 §102§103 Non-Final OA 18d overdue Pending Jul 13, 2023
18272290 SOFT ANCHOR POINT OBJECT DETECTION LIEW, ALEX KOK SOON 2674 §102 Non-Final OA Pending Jul 13, 2023
18267134 System, Method, and Computer Program Product for Classification of Diseases Based on Expansion Microscopic Images BONANSINGA, AARON TIMOTHY 2673 §103 Non-Final OA 30d overdue Pending Jun 14, 2023
18035832 Intradermal Delivery of Extracellular Vesicle-Encapsulated Curcumin Using Dissolvable Microneedle Arrays JANOSKO, CHASITY PAIGE 1613 §103§112 Final Rejection Pending May 08, 2023
18144125 STRUCTURED MEDICAL DATA CLASSIFICATION SYSTEM FOR MONITORING AND REMEDIATING TREATMENT RISKS ABDULLAH, AAISHA 3681 §101§103Other Final Rejection 14d Pending May 05, 2023
18033677 Sensing Device CLARKE, ADAM S 2858 §103§112 Final Rejection 44d overdue Pending Apr 25, 2023
18249851 RUNTIME TASK SCHEDULING USING IMITATION LEARNING FOR HETEROGENEOUS MANY-CORE SYSTEMS TRAN, KENNETH PHUOC 2196 §103 Final Rejection Pending Apr 20, 2023
18131393 Method, System, and Computer Program Product for Estimating Intracranial Pressure Using Near-Infrared Spectroscopy HALPRIN, MOLLY SARA 3791 §103 Final Rejection Pending Apr 06, 2023
18157709 EXPANDABLE IMPLANTABLE CONDUIT WOZNICKI, JACQUELINE 3774 §103§112 Non-Final OA Pending Jan 20, 2023
18011401 System and Method for Application-Dependent Selection of Batteries with Differentiable Programming COCCHI, MICHAEL EDWARD 2188 §101 Final Rejection 9d overdue Pending Dec 19, 2022
18010011 MICRO-ELECTROMECHANICAL SYSTEM (MEMS) INCLUDING TANTALUM AS A STRUCTURAL MATERIAL ARMAND, MARC ANTHONY 2813 §103 Non-Final OA Pending Dec 13, 2022
18007853 Metal Chelating Functional Graphene Materials PERRIN, CLARE M 1779 §103 Final Rejection Pending Dec 02, 2022
17741271 METHOD FOR BIOMATERIAL FUNCTIONALIZATION WITH IMMOBILIZED EXTRACELLULAR VESICLES YOUTCHOM PENDIE, EMMANUEL LED 1647 §103 Non-Final OA 5d overdue Pending May 10, 2022
17769626 MONOLAYER CELL PATCH IN AN EXTRACELLULAR MATRIX SCAFFOLD XU, QING 1656 §103 Non-Final OA 45d overdue Pending Apr 15, 2022
17486419 TRACKING OF INSTRUMENT MOTIONS USING AN INERTIAL MEASUREMENT SYSTEM WOO, JAE KYUN 3795 §103 Non-Final OA Pending Sep 27, 2021
17284244 METHODS AND SYSTEM FOR SELECTIVE AND LONG-TERM NEUROMODULATION USING ULTRASOUND SABOKTAKIN, MARJAN 3797 §103 Non-Final OA Pending Apr 09, 2021
17184109 EXOSKELETON DEVICE AND CONTROL SYSTEM WOZNICKI, JACQUELINE 3774 §103 Non-Final OA 6d Pending Feb 24, 2021
16972873 Modified Nucleobases with Uniform H-Bonding Interactions, Homo- and Hetero-Basepair Bias, and Mismatch Discrimination LEE, ANDREW P 1691 Final Rejection Pending Dec 07, 2020
16976389 POSE INVARIANT FACE RECOGNITION DULANEY, KATHLEEN YUAN 2666 §103 Non-Final OA 44d overdue Pending Aug 27, 2020
16931408 Methods and Systems for Noninvasive Mind-Controlled Devices KHUU, HIEN DIEU THI 2116 §102§103 Final Rejection Pending Jul 16, 2020
16955508 Bivalent Nucleic Acid Ligands and Uses Therefor SHIN, DANA H 1635 DPOther Final Rejection Pending Jun 18, 2020
16606055 Nanowire-Mesh Templated Growth of Out-of-Plane Three-Dimensional Fuzzy Graphene TUROCY, DAVID P 1718 §102§103§112 Non-Final OA 19d overdue Pending Oct 17, 2019
16434869 Fe-Ni Nanocomposite Alloys HILL, STEPHANI A 1735 §103§112 Non-Final OA 21d AI Ready Jun 07, 2019

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