USPTO Examiner SHAFI MUHAMMAD - Art Unit 3666

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18988045SYSTEM AND METHOD FOR DETECTING DISEASES AMONG PLANTSDecember 2024February 2025Allow200YesNo
18975322SYSTEM AND METHOD FOR AUGMENTING AUTONOMOUS VEHICLE TRAINING DATADecember 2024June 2025Allow610YesNo
18932387AUTONOMOUS VEHICLE EXTENDED REALITY ENVIRONMENTSOctober 2024February 2026Allow1600YesNo
18930815PROPELLER IMPACT DETECTION AND FORCE REDUCTIONOctober 2024March 2026Allow1700NoNo
18902359CONTROL SYSTEM AND METHOD FOR A TRANSPORTATION NETWORKSeptember 2024January 2026Allow1500YesNo
18895914METHOD AND APPARATUS FOR PREDICTING SUCCESS RATE OF LANE CHANGING BY VEHICLE, COMPUTER DEVICE, AND STORAGE MEDIUMSeptember 2024February 2026Allow1700YesNo
18891247MOBILE DEVICE APPLICATION-BASED AIRCRAFT DATA STORAGE AND COMMUNICATION SYSTEMSeptember 2024December 2025Allow1500YesNo
18811365MACHINE DAMAGE AVOIDANCE USING VISION SYSTEM INTEGRATIONAugust 2024January 2026Allow1700YesNo
18757635ACTIVE SAFETY SUSPENSION SYSTEMJune 2024November 2025Allow1600YesNo
18759717ARTIFICIAL INTELLIGENCE-BASED PRICING, MAPPING, AND EMISSIONS CONTROL SYSTEM AND METHOD FOR OPTIMIZED INNER-CITY MOBILITYJune 2024February 2025Allow710NoNo
18752200TRAFFIC INFORMATION SERVER, DEVICE FOR CONTROLLING VEHICLE, AND METHOD FOR PROVIDING TRAFFIC INFORMATIONJune 2024October 2025Allow1500YesNo
18750255ELECTRONIC DEVICE FOR GENERATING A MAP AND METHOD FOR CONTROLLING THE SAMEJune 2024March 2026Allow2110YesNo
18718701METHOD FOR REGULATING THE SPEED OF ROTATION OF A PROPULSION DEVICE OF A HYBRID PROPULSION UNIT FOR AN AIRCRAFT, IN THE EVENT OF A FAILURE OF THE MAIN REGULATION SYSTEM OF THE HEAT ENGINE OF THE HYBRID PROPULSION UNITJune 2024October 2025Allow1600YesNo
18739233ADJUSTABLE HEIGHT SENSOR ROOFJune 2024February 2025Allow800YesNo
18709141DEVICE FOR DETECTING THE CLAMPING FORCE OF A BRAKE CALIPER AND CONTROL SYSTEM OF A BRAKING SYSTEMMay 2024September 2025Allow1600YesNo
18653480SYSTEMS AND METHODS FOR EVALUATING AUTONOMOUS VEHICLE SOFTWARE INTERACTIONS FOR PROPOSED TRIPSMay 2024April 2025Allow1110YesNo
18648567VEHICULAR CONTROL SYSTEMApril 2024December 2024Allow710NoNo
18649356SYSTEMS AND METHODS FOR EFFICIENTLY SWITCHING RAILCARS IN A RAILROAD YARDApril 2024December 2024Allow700YesNo
18636427MOBILE ROBOT SYSTEM AND METHOD FOR GENERATING MAP DATA USING STRAIGHT LINES EXTRACTED FROM VISUAL IMAGESApril 2024April 2025Allow1210YesNo
18626493RELATIVE POSITION DETERMINATION METHOD FOR MULTIPLE UNMANNED AERIAL, MARINE AND LAND VEHICLESApril 2024August 2025Allow1700YesNo
18625071VEHICLE EXTERNAL COMMUNICATION CONTROL SYSTEM FOR TERMINAL IN VEHICLEApril 2024October 2025Allow1900YesNo
18616733SYNCHRONIZED UNICAST RANGING FOR UWB LOCALIZATIONMarch 2024August 2025Allow1600YesNo
18695425VEHICLE-MOUNTED CONTROL APPARATUSMarch 2024October 2025Allow1800YesNo
18610714SYSTEM AND METHOD FOR CONTROLLING VEHICLEMarch 2024September 2025Allow1800YesNo
18603673DEVICE AND SYSTEM FOR ESTIMATING THE POSITION AND SPEED OF AN AIRCRAFT DURING AN APPROACH PHASE ALLOWING AUTOMATIC LANDINGMarch 2024July 2025Allow1700YesNo
18601114VARIABLE CONDITION MOTOR CONTROLLERMarch 2024September 2024Allow600YesNo
18588759Orientation, Acclimation, Navigation, and Location System for a Lawn Mower Blade Sharpening and Task ApparatusFebruary 2024August 2025Allow1800YesNo
18686487INTERNET OF THINGS BASED SYSTEM AND METHOD TO MANAGE SWAPPING OF BATTERY IN AN ELECTRIC TWO-WHEELERFebruary 2024October 2025Allow2000NoNo
18441847Unmanned Vehicle Management System and Unmanned Vehicle Management MethodFebruary 2024January 2026Allow2310NoNo
18435299Roof Scan Using Unmanned Aerial VehicleFebruary 2024March 2025Allow1410YesNo
18435454ELECTRIC SIDE DOOR DRIVE ASSEMBLY FOR A VEHICLEFebruary 2024December 2025Allow2210YesNo
18435358LOW-LIGHT AND NO-LIGHT AERIAL NAVIGATIONFebruary 2024January 2025Allow1110YesNo
18427310POINT CLUSTERING BASED ON ROADWAYSJanuary 2024June 2025Allow1700YesNo
18411293ANGLE SELECTION FOR MOWER PATH PLANNINGJanuary 2024December 2025Allow2411YesNo
18406101SYSTEM AND METHOD FOR MAINTAINING SENSOR DATA OF A VEHICLEJanuary 2024June 2025Allow1700YesNo
18401047PTO LUBRICATION SYSTEM FOR HYBRID VEHICLESDecember 2023November 2024Allow1010YesNo
18398577SYSTEMS AND METHODS FOR CONTROL ALLOCATION FOR ELECTRIC VERTICAL TAKE-OFF AND LANDING AIRCRAFTDecember 2023March 2025Allow1520YesYes
18399117AUTONOMOUS VEHICLE EXTENDED REALITY ENVIRONMENTSDecember 2023July 2024Allow700YesNo
18397720EFFICIENT RASTER DATA RANGE QUERY FOR PLANNED UAV FLIGHT SEGMENTSDecember 2023July 2025Allow1900YesNo
18391671SIDE WINDOW DISPLAY SYSTEM ON VEHICLEDecember 2023March 2026Allow2710NoNo
18393553SYSTEMS AND METHODS FOR IDENTIFYING ROAD SEGMENTS AND DETERMINING VEHICLE PERFORMANCE METRICSDecember 2023October 2025Allow2200YesNo
18390595Anti-jackknifing control apparatus and method for active converter dollyDecember 2023January 2025Allow1301YesNo
18390191UTILITY OR UPFIT VEHICLE USING COMMUNICATION PORTALDecember 2023November 2024Allow1110NoNo
18536888PREDICTIVE BIOMASS MAP GENERATION AND CONTROLDecember 2023July 2024Allow700YesNo
18531887COOPERATIVE UNMANNED AUTONOMOUS AERIAL VEHICLES FOR POWER GRID INSPECTION AND MANAGEMENTDecember 2023March 2025Allow1510NoNo
18525653SYSTEMS AND METHODS FOR MANAGING COMMUNICATIONS BETWEEN VEHICLESNovember 2023January 2026Allow2610NoNo
18523043Method for Determining a Predictive Ego Speed of a Vehicle Traveling along a Predetermined Route, Control Device for a Vehicle or for a Navigation Device or for a Mobile User Terminal, Navigation Unit, and VehicleNovember 2023October 2025Allow2210YesNo
18521638AUTONOMOUS GROUNDS MAINTENANCE MACHINES WITH PATH PLANNING FOR TRAP AND OBSTACLE AVOIDANCENovember 2023October 2024Allow1010YesNo
18521753AEROSPACE TURBOMACHINE ADAPTIVE MACHINE LEARNING CONTROLS WITH HEALTH MONITORING CAPABILITYNovember 2023January 2026Allow2510NoNo
18520416GROUND INTENSITY LIDAR LOCALIZERNovember 2023January 2025Allow1310NoNo
18515770SYSTEM FOR MONITORING A MOVABLE SURFACE OF AN AIRCRAFTNovember 2023July 2025Allow1900YesNo
18512063SIDE STRUCTURE OF VEHICLENovember 2023January 2026Allow2600NoNo
18561237DISTANCE-BASED NACK PROCEDURES IN A VEHICULAR PLATOONNovember 2023December 2025Allow2510YesNo
18504642AUTOMATED CAMERA SYSTEM CONTROL FOR HARVESTING MACHINE UNLOADINGNovember 2023August 2024Allow910YesNo
18559698METHOD AND SYSTEM FOR DETECTING ANOMALIES RELATING TO COMPONENTS OF A TRANSMISSION SYSTEM OF AN AIRCRAFT, IN PARTICULAR A HELICOPTERNovember 2023September 2025Allow2210YesNo
18503213VEHICULAR TRAINING SYSTEM FOR DRIVING ASSISTANCE SYSTEMNovember 2023August 2025Allow2101YesNo
18502592AGRICULTURAL MACHINE CONTROL BASED ON CORRECTED OR LOCALIZED DATA SAMPLE VALUESNovember 2023January 2026Allow2610YesNo
18386166VEHICLE CONTROL DEVICENovember 2023December 2025Allow2610YesNo
18498567AUXILIARY STORAGE COMPARTMENT ASSEMBLY FOR AN AIR CARTOctober 2023March 2026Allow2901YesNo
18494193METHOD AND APPARATUS FOR SETTING DESTINATION IN NAVIGATION TERMINALOctober 2023March 2025Allow1710NoNo
18494011AUTOMATICALLY REQUESTING VEHICLESOctober 2023October 2024Allow1110NoNo
18491595SYSTEMS AND METHODS FOR OPERATING A CONTROLLER AREA NETWORKOctober 2023January 2025Allow1500NoNo
18556362INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND AUTONOMOUS MOBILE BODYOctober 2023September 2025Allow2310YesNo
18381994PROPELLER IMPACT DETECTION AND FORCE REDUCTIONOctober 2023May 2024Allow700YesNo
18486555AUTONOMOUS WIRELESS TRANSFER OF FLIGHT RECORDER DATA WITHOUT AIRCRAFT MODIFICATIONOctober 2023March 2026Allow2920YesNo
18377432METHODS AND SYSTEMS FOR MANAGING PASSENGER SEAT ATTRIBUTES DURING FLIGHT TAKE-OFF AND LANDINGOctober 2023July 2025Allow2100YesNo
18482229SYNTHETIC FLIGHT PERFORMANCE DATA GENERATIONOctober 2023July 2025Allow2110YesNo
18481650Methods and Systems for using Remote Assistance to Maneuver an Autonomous Vehicle to a LocationOctober 2023July 2024Allow1010NoNo
18370948VEHICLE CONTROL BY A REMOTE OPERATORSeptember 2023May 2024Allow700YesNo
18239650OPERATION LOGIC FOR A POWER HOOD SYSTEMAugust 2023April 2025Allow2000YesNo
18239217VEHICLE CONTROL BY A REMOTE OPERATORAugust 2023June 2024Allow1010YesNo
18548169METHOD OF ACQUIRING AND PROCESSING AUTONOMOUS AERIAL VEHICLE DATAAugust 2023April 2025Allow2000YesNo
18238161VEHICLE AND METHOD OF CONTROLLLING THE SAMEAugust 2023October 2025Allow2610YesNo
18454383METHOD OF OCCUPANT DIGITAL PROFILING FOR SEAMLESS EXPERIENCE AND ACTIONABLE INSIGHTSAugust 2023June 2025Allow2200YesNo
18236700SYSTEMS AND METHODS FOR PREDICTING DEGRADATION OF A BATTERY FOR USE IN AN ELECTRIC VEHICLEAugust 2023June 2024Allow1010YesNo
18450464SYSTEM AND METHOD FOR DETERMINING RESIDUE COVERAGE OF A FIELDAugust 2023November 2025Allow2700YesNo
18447477MOBILE DEVICE APPLICATION-BASED AIRCRAFT DATA STORAGE AND COMMUNICATION SYSTEMAugust 2023June 2024Allow1010YesNo
18364824SYSTEMS AND METHODS FOR CONTROLLING MOVEMENT OF A VEHICLE USING AUTONOMOUS OPERATION BASED ON PERCEPTION AND PLANNER DATAAugust 2023October 2025Allow2710NoNo
18225845DISPLAY CONTROL DEVICE, DISPLAY CONTROL METHOD, NON-TRANSITORY COMPUTER-READABLE MEDIUM STORING A PROGRAMJuly 2023August 2025Allow2510NoNo
18350665SYSTEM FOR SHARED REMOTE DRONE USAGEJuly 2023June 2025Allow2301YesNo
18349508INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND CONTROL APPARATUSJuly 2023January 2026Allow3010NoNo
18216895SYSTEM AND METHOD FOR AGRICULTURAL OPERATIONSJune 2023August 2025Allow2610YesNo
18331642CONTROLLED STOPPING FOR A COMPACTOR MACHINEJune 2023May 2025Allow2300YesNo
18201009ROBOT TO CARRY USED TREATMENT TOOL TO DISINFECTION ROOMMay 2023February 2025Allow2100YesNo
18310297SYSTEM AND METHOD FOR IMPROVING WINDROW DRY-DOWNMay 2023January 2026Allow3201YesNo
18296667RADAR SLAM FOR WATERCRAFT OPERATION INCLUDING AUTO DOCKINGApril 2023September 2025Allow2920YesNo
18295341METHOD FOR LOCATION-DEPENDENT VERIFICATION OF A TELEOPERATOR FOR REMOTE CONTROL OF A VEHICLEApril 2023March 2025Allow2300YesNo
18126304Systems and Methods for Material Handling Vehicle Safety ReinforcementMarch 2023April 2025Allow2500YesNo
18124210SYSTEM, METHOD, AND STORAGE MEDIUM FOR SELECTIVELY PROVIDING REMOTE MONITORING AND REMOTE DRIVING TO A MOBILE OBJECTMarch 2023October 2025Allow3110YesNo
18184388SYSTEMS AND METHODS FOR REMOTE CONTROL OF VEHICLESMarch 2023November 2025Allow3210NoNo
18121536Automatic Run Method, Automatic Run System, And Automatic Run ProgramMarch 2023October 2025Allow3210YesNo
18173923DOCKING SYSTEM AND ASSOCIATED METHODFebruary 2023February 2025Allow2400YesNo
18113648DRIVING ASSISTANCE DEVICE, DRIVING ASSISTANCE METHOD, AND STORAGE MEDIUMFebruary 2023May 2025Allow2710NoNo
18102018Autonomous Vehicle Teleoperations SystemJanuary 2023October 2025Allow3310YesNo
18099727PARKING SUPPORT DEVICE AND PARKING SUPPORT METHODJanuary 2023January 2025Allow2410NoNo
18005897ABNORMALITY DETECTION DEVICE AND ABNORMALITY DETECTION PROGRAMJanuary 2023January 2025Allow2410NoNo
18155149CONTROL DEVICE, CONTROL METHOD, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUMJanuary 2023September 2024Allow2000NoNo
18096836SYSTEMS AND METHODS FOR DELIVERING PACKAGES USING MOBILE ROBOTSJanuary 2023October 2024Allow2100YesNo
18093308SENSOR CALIBRATION ROBOTJanuary 2023May 2025Abandon2910NoNo
18148049DETERMINING PREDICTIONS USING AN ENCODER-DECODER MACHINE LEARNING ARCHITECTUREDecember 2022October 2024Allow2200YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SHAFI, MUHAMMAD.

Strategic Value of Filing an Appeal

Total Appeal Filings
3
Allowed After Appeal Filing
1
(33.3%)
Not Allowed After Appeal Filing
2
(66.7%)
Filing Benefit Percentile
54.5%
Higher than average

Understanding Appeal Filing Strategy

Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.

In this dataset, 33.3% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.

Strategic Recommendations

✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Examiner SHAFI, MUHAMMAD - Prosecution Strategy Guide

Executive Summary

Examiner SHAFI, MUHAMMAD works in Art Unit 3666 and has examined 71 patent applications in our dataset. With an allowance rate of 91.5%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 31 months.

Allowance Patterns

Examiner SHAFI, MUHAMMAD's allowance rate of 91.5% places them in the 76% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by SHAFI, MUHAMMAD receive 1.72 office actions before reaching final disposition. This places the examiner in the 36% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by SHAFI, MUHAMMAD is 31 months. This places the examiner in the 57% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +7.4% benefit to allowance rate for applications examined by SHAFI, MUHAMMAD. This interview benefit is in the 36% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 36.4% of applications are subsequently allowed. This success rate is in the 83% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 34.6% of cases where such amendments are filed. This entry rate is in the 52% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 100.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 75% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 100.0% of appeals filed. This is in the 98% percentile among all examiners. Of these withdrawals, 66.7% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.

Petition Practice

When applicants file petitions regarding this examiner's actions, 18.2% are granted (fully or in part). This grant rate is in the 10% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 11.3% of allowed cases (in the 94% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 41% percentile). This examiner issues Quayle actions less often than average. Allowances may come directly without a separate action for formal matters.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • RCEs are effective: This examiner has a high allowance rate after RCE compared to others. If you receive a final rejection and have substantive amendments or arguments, an RCE is likely to be successful.
  • Request pre-appeal conferences: PACs are highly effective with this examiner. Before filing a full appeal brief, request a PAC to potentially resolve issues without full PTAB review.
  • Appeal filing as negotiation tool: This examiner frequently reconsiders rejections during the appeal process. Filing a Notice of Appeal may prompt favorable reconsideration during the mandatory appeal conference.
  • Examiner cooperation: This examiner frequently makes examiner's amendments to place applications in condition for allowance. If you are close to allowance, the examiner may help finalize the claims.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

Important Disclaimer

Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.

No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.

Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.

Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.