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
18759717ARTIFICIAL INTELLIGENCE-BASED PRICING, MAPPING, AND EMISSIONS CONTROL SYSTEM AND METHOD FOR OPTIMIZED INNER-CITY MOBILITYJune 2024February 2025Allow710NoNo
18739233ADJUSTABLE HEIGHT SENSOR ROOFJune 2024February 2025Allow800YesNo
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
18601114VARIABLE CONDITION MOTOR CONTROLLERMarch 2024September 2024Allow600YesNo
18435358LOW-LIGHT AND NO-LIGHT AERIAL NAVIGATIONFebruary 2024January 2025Allow1110YesNo
18435299Roof Scan Using Unmanned Aerial VehicleFebruary 2024March 2025Allow1410YesNo
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
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
18521638AUTONOMOUS GROUNDS MAINTENANCE MACHINES WITH PATH PLANNING FOR TRAP AND OBSTACLE AVOIDANCENovember 2023October 2024Allow1010YesNo
18520416GROUND INTENSITY LIDAR LOCALIZERNovember 2023January 2025Allow1310NoNo
18504642AUTOMATED CAMERA SYSTEM CONTROL FOR HARVESTING MACHINE UNLOADINGNovember 2023August 2024Allow910YesNo
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
18381994PROPELLER IMPACT DETECTION AND FORCE REDUCTIONOctober 2023May 2024Allow700YesNo
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
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
18447477MOBILE DEVICE APPLICATION-BASED AIRCRAFT DATA STORAGE AND COMMUNICATION SYSTEMAugust 2023June 2024Allow1010YesNo
18350665SYSTEM FOR SHARED REMOTE DRONE USAGEJuly 2023June 2025Allow2301YesNo
18331642CONTROLLED STOPPING FOR A COMPACTOR MACHINEJune 2023May 2025Allow2300YesNo
18201009ROBOT TO CARRY USED TREATMENT TOOL TO DISINFECTION ROOMMay 2023February 2025Allow2100YesNo
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
18113648DRIVING ASSISTANCE DEVICE, DRIVING ASSISTANCE METHOD, AND STORAGE MEDIUMFebruary 2023May 2025Allow2710NoNo
18173923DOCKING SYSTEM AND ASSOCIATED METHODFebruary 2023February 2025Allow2400YesNo
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
18003222FORWARD MONITORING DEVICE AND FORWARD MONITORING METHODDecember 2022August 2024Allow2000NoNo
18085368SYSTEM AND METHOD FOR DETERMINING PASSING, NO-PASSING ZONES ON ROADWAYSDecember 2022January 2025Allow2501YesNo
18085505INFORMATION DATA FROM MOVING AND STATIONARY IOT OBJECTS TO ENHANCE DEEP LEARNING ALGORITHMS FOR AUTONOMOUS VEHICLESDecember 2022February 2025Allow2610YesNo
18010339METHOD AND DEVICE FOR DRIVING HYBRID ELECTRIC VEHICLE, AND VEHICLEDecember 2022April 2025Allow2810NoNo
18061280ROUTE GENERATION FOR VEHICLE ROUTING PROBLEM AND VARIANTS THEREOFDecember 2022September 2024Allow2100NoNo
18072839SYSTEM AND METHOD FOR USE IN CONNECTION WITH A WHEEL TORQUE GENERATING COMPONENT IN A HEAVY-DUTY VEHICLEDecember 2022March 2025Allow2720NoNo
17928126ELECTRONIC CONTROL DEVICE AND VEHICLE CONTROL METHODNovember 2022January 2025Allow2610YesNo
17994607CONTROL APPARATUS AND CONTROL METHOD FOR OUTBOARD MOTORNovember 2022May 2025Allow2910NoNo
17926568INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUMNovember 2022July 2025Allow3110NoNo
17998072VEHICLE CONTROL SYSTEMNovember 2022March 2025Allow2810NoNo
18052564Apparatus for Generating U-Turn Path of Vehicle and Method ThereofNovember 2022March 2025Allow2900YesNo
18048976PATROL MANAGEMENT SYSTEMOctober 2022March 2025Allow2810NoNo
17937931SYSTEMS AND METHODS FOR DETECTING WATER ALONG DRIVING ROUTESOctober 2022June 2025Allow3220YesNo
17937733AUTONOMOUS DRIVING DEVICEOctober 2022August 2024Allow2210YesNo
17936462SYSTEMS AND METHODS FOR MANAGING ASSIGNMENTS OF TASKS FOR WORK MACHINES USING MACHINE LEARNINGSeptember 2022June 2024Allow2100YesNo
17949593DRIVE SYSTEM AND METHOD OF CONTROLSeptember 2022January 2025Allow2810YesNo
17910352Work Assistance System, Work System, Work Assistance Method, And ProgramSeptember 2022March 2025Allow3010NoNo
17929817Method Of Controlling A Vehicle Drivetrain And Controller In The DrivetrainSeptember 2022October 2024Allow2510YesNo
17908671METHOD AND SYSTEM FOR UPDATING AND CALIBRATING CURRENT POSITION OF A CONTROLLABLE ROLLING DEVICESeptember 2022August 2024Allow2400NoNo
17891651COMMISSIONING STRATEGYAugust 2022October 2024Allow2610YesNo
17819566VEHICLE BEHAVIOR EVALUATION DEVICE, VEHICLE BEHAVIOR EVALUATION METHOD, AND VEHICLE BEHAVIOR EVALUATION PROGRAM PRODUCTAugust 2022October 2024Allow2610NoNo
17798364ROBOT CLEANER AND METHOD FOR CONTROLLING THE SAMEAugust 2022November 2024Allow2710YesNo
17759368CAPACITIVE TOUCH TEXTILES AND VEHICLE APPLICATIONSJuly 2022October 2024Allow2710YesNo
17871154SYSTEM AND METHODS FOR PRECONDITIONING A POWER SOURCE OF AN ELECTRIC AIRCRAFTJuly 2022January 2025Abandon3010YesNo
17812317Lane Adjustment Techniques for Slow Lead AgentsJuly 2022September 2024Allow2600YesNo
17807723SYSTEMS, APPARATUS, AND METHODS FOR REMOTE MONITORING AND PILOTAGEJune 2022March 2025Abandon3321YesNo
17767545Autonomous Industrial TruckJune 2022March 2025Allow3510NoNo
17835697LOCAL AREA MAPPING FOR A ROBOT LAWNMOWERJune 2022July 2024Allow2510NoNo
17782820INTERACTIVE SYSTEM AND ASSOCIATED INTERACTION METHODJune 2022March 2025Allow3310NoNo
17781204REMOTE OPERATION DEVICE AND REMOTE OPERATION METHODMay 2022August 2024Allow2610NoNo
17739280PULLOVERS INVOLVING BICYCLE LANES FOR AUTONOMOUS VEHICLESMay 2022January 2025Allow3210YesNo
17733305ALWAYS ON LATERAL ADVANCED DRIVER-ASSISTANCE SYSTEMApril 2022August 2024Allow2710NoNo
17724661CONTEXTUAL RIGHT-OF-WAY DECISION MAKING FOR AUTONOMOUS VEHICLESApril 2022December 2024Abandon3210NoNo
17714342VEHICLE CONTROL SYSTEM AND METHODApril 2022April 2025Allow3620NoNo
17690502VEHICLE ONBOARD APPARATUS, IMAGE RECOGNITION SYSTEM, SUPPORT APPARATUS FOR VEHICLE ONBOARD APPARATUS, IMAGE RECOGNITION METHOD, AND MODEL DATA TRANSMISSION METHODMarch 2022January 2025Allow3411NoNo
17678084LIGHT DISTRIBUTION CONTROL DEVICE, LIGHT DISTRIBUTION CONTROL METHOD, AND STORAGE MEDIUMFebruary 2022December 2024Allow3420YesNo
17672282SECONDARY AUTONOMOUS VEHICLE INTERCEPTOR IN DIFFICULT MAP AREAS TO PROVIDE ADDITIONAL SENSOR DATAFebruary 2022August 2024Allow3010NoNo
17629204VEHICLE HAVING AN ELECTRONIC DETECTION DEVICE FOR POSITIONING AN ADJUSTABLE INTERIOR OBJECT ON AN INTERIOR SURFACE IN THE VEHICLEJanuary 2022August 2024Allow3110NoNo
17645398SYSTEM AND METHOD FOR DYNAMIC DISPLAY OF LEGENDDecember 2021August 2024Allow3110NoNo
17544316DEVICE, SYSTEM, AND METHOD FOR MONITORING A DISTANCE BETWEEN RAIL CARS DURING COUPLINGDecember 2021July 2024Allow3110NoNo
17612249IMAGE PROCESSING SYSTEM, IMAGE PROCESSING METHOD, AND IMAGE PROCESSING DEVICE USING UNMANNED MOBILE BODYNovember 2021May 2025Abandon4220NoNo
17448208GUIDANCE SYSTEM, CONTROL METHOD OF GUIDANCE SYSTEM, AND CONTROL PROGRAM OF GUIDANCE SYSTEMSeptember 2021April 2025Allow4300YesNo
17306449COOPERATIVE ADAPTIVE CRUISE CONTROL (CACC) SYSTEM FOR CONTROL OF CONNECTED AND AUTONOMOUS VEHICLE (CAV) PLATOONSMay 2021November 2024Allow4201YesNo
17220688SYSTEMS AND METHODS FOR VEHICLE RIDESHARINGApril 2021October 2024Abandon4210NoNo
17213695CRANE AND MONITORING DEVICE FOR CRANEMarch 2021July 2024Allow4011NoNo
17086582AUTONOMOUS VEHICLE AND DRONE-BASED EMERGENCY RESPONSE METHOD THEREOFNovember 2020August 2024Allow4630NoNo
17044320SYSTEM AND METHOD FOR TRANSIENT WAKE UP OF PROCESSOR CONTROLLING A MOTOR OF A BRAKE BOOSTER SUBSYSTEMSeptember 2020December 2024Abandon5110NoNo
17036750VEHICLE ENTRANCE SYSTEM AND METHOD FOR CONTROLLING THE SAMESeptember 2020March 2025Abandon5340YesNo
16703803POINT OF INTEREST SEARCH ALONG A ROUTEDecember 2019May 2024Abandon5320YesNo
16507916INTELLIGENT ELECTRICAL SYSTEM FOR VEHICLEJuly 2019October 2019Allow300NoNo
16311330CONTROL DEVICE FOR ELECTRIC POWER STEERING DEVICEDecember 2018March 2020Allow1520YesNo
16126593AUTOMATED DRIVING SYSTEM AND METHOD FOR ROAD VEHICLESSeptember 2018April 2020Allow2010YesNo
16026538NAVIGATION SERVER AND PROGRAMJuly 2018February 2019Allow810NoNo
15891498AIRCRAFT AUTOPILOT SYSTEM AND METHOD, AND AN AIRCRAFTFebruary 2018October 2019Allow2010NoNo
15891736UNMANNED AERIAL VEHICLE FLIGHT CONTROL SYSTEMFebruary 2018October 2024Allow6060YesNo

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
2
(66.7%)
Not Allowed After Appeal Filing
1
(33.3%)
Filing Benefit Percentile
92.2%
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, 66.7% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

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 141 patent applications in our dataset. With an allowance rate of 93.6%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 27 months.

Allowance Patterns

Examiner SHAFI, MUHAMMAD's allowance rate of 93.6% places them in the 81% 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 1.16 office actions before reaching final disposition. This places the examiner in the 18% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by SHAFI, MUHAMMAD is 27 months. This places the examiner in the 58% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +2.8% benefit to allowance rate for applications examined by SHAFI, MUHAMMAD. This interview benefit is in the 21% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 40.4% of applications are subsequently allowed. This success rate is in the 90% 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 39.3% 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, 66.7% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 54% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 100.0% of appeals filed. This is in the 97% percentile among all examiners. Of these withdrawals, 33.3% 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, 15.4% are granted (fully or in part). This grant rate is in the 8% 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 5.0% of allowed cases (in the 89% 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 35% 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.
  • 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.