USPTO Examiner MAHMOOD REZWANUL - Art Unit 2159

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18418400EVENT BASED RETENTION OF READ ONLY FILESJanuary 2024June 2025Allow1710YesNo
18373443SMART SEARCH CAPABILITIES IN A PROCESS CONTROL SYSTEMSeptember 2023May 2024Allow800NoNo
18322352DATASOURCE INTROSPECTION USER INTERFACE FOR GRAPHQL API SCHEMA AND RESOLVER GENERATIONMay 2023April 2025Allow2220YesNo
18297527EFFICIENTLY ANALYZING TRACE DATAApril 2023June 2025Allow2620YesNo
18295869INFORMATION PROCESSING METHOD AND INFORMATION PROCESSING SYSTEMApril 2023September 2024Abandon1810YesNo
18099711METHOD OF PROCESSING MULTIMODAL RETRIEVAL TASKS, AND AN APPARATUS FOR THE SAMEJanuary 2023June 2025Abandon2930NoNo
18005857INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHODJanuary 2023May 2025Abandon2720NoNo
18055670Personal Legacy Accounting and RemembranceNovember 2022December 2024Allow2520YesNo
17941728PREVENTING A TRANSMISSION OF AN INCORRECT COPY OF A RECORD OF DATA TO A DISTRIBUTED LEDGER SYSTEMSeptember 2022November 2023Allow1410YesNo
17939850SYSTEM AND METHOD FOR MANAGING CONTEXT-RICH DATABASESeptember 2022May 2024Abandon2110NoNo
17901142OBTAINING DETAILS REGARDING AN IMAGE BASED ON SEARCH INTENT AND DETERMINING ROYALTY DISTRIBUTIONS AND CREDITS FOR PROJECTSSeptember 2022February 2025Allow3040YesNo
17860901METHODS AND APPARATUS FOR IDENTIFYING OBJECTS DEPICTED IN A VIDEO USING EXTRACTED VIDEO FRAMES IN COMBINATION WITH A REVERSE IMAGE SEARCH ENGINEJuly 2022December 2023Abandon1710NoNo
17844251SEARCH METHOD AND SYSTEM BASED ON FORBIDDEN NODE AWARENESSJune 2022May 2024Abandon2310NoNo
17747386INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING SYSTEM, AND METHOD OF INFORMATION PROCESSINGMay 2022March 2025Abandon3430YesNo
17747474SMART SEARCH CAPABILITIES IN A PROCESS CONTROL SYSTEMMay 2022May 2023Allow1210YesNo
17773291SYSTEM AND METHOD FOR RELATIONAL DATABASE QUERY ANSWERING AND OPTIMIZATION BASED ON NATURAL ALGEBRA OF K-RELATIONSApril 2022March 2025Abandon3510NoNo
17730836SYSTEMS AND METHODS FOR PROVIDING AN ELECTRONIC SEARCH SYSTEMApril 2022June 2024Abandon2610NoNo
17680969METHOD AND APPARATUS FOR FINDING ENTERTAINMENT VENUES BASED ON USER INPUT CRITERIAFebruary 2022May 2024Abandon2710NoNo
17546972TECHNIQUES FOR GENERATING PRE-EMPTIVE EXPECTATION MESSAGESDecember 2021February 2024Allow2620YesNo
17540604DISTRIBUTED PERSONAL INFORMATION AGGREGATORDecember 2021June 2024Abandon3020NoNo
17519407SYSTEM AND METHOD FOR TRANSACTION RECOVERY IN A MULTITENANT APPLICATION SERVER ENVIRONMENTNovember 2021January 2024Allow2620YesNo
17505325IMAGING SYSTEM, SERVER, COMMUNICATION TERMINAL, IMAGING METHOD, PROGRAM, AND RECORDING MEDIUMOctober 2021December 2024Allow3820YesNo
17404979INFORMATION PROCESSING APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING INFORMATION PROCESSING PROGRAMAugust 2021May 2025Abandon4420NoNo
17331986PROVIDING AGENT-ASSIST, CONTEXT-AWARE RECOMMENDATIONSMay 2021October 2024Abandon4030YesNo
17317761COMPUTERIZED ANONYMOUS PERMISSION-BASED COMMUNICATIONS SYSTEM WITH MICRO-CATALOG SERVER ENABLING PERMISSION-BASED THIRD-PARTY COMMUNICATIONSMay 2021November 2022Allow1810YesNo
17307627MEDIA CONTENT MEMORY RETRIEVALMay 2021December 2024Allow4360YesNo
17243299TAGGING AND RANKING CONTENTApril 2021October 2024Abandon4220YesNo
17218963QUERY CORRECTION BASED ON REATTEMPTS LEARNINGMarch 2021March 2024Allow3510NoNo
17217983ENHANCED HIGH PERFORMANCE REAL-TIME RELATIONAL DATABASE SYSTEM AND METHODS FOR USING SAMEMarch 2021March 2023Allow2410NoNo
17202071ORGANICALLY MANAGING STORAGE OF A DATA OBJECT BASED ON AN EXPIRY TIMEFRAME SUPPLIED BY A USER OF THE DATA OBJECTMarch 2021April 2023Allow2510NoNo
17249484ENTITY VALIDATION OF A CONTENT ORIGINATORMarch 2021June 2023Allow2720YesNo
17123461VISUALIZATION RESONANCE FOR COLLABORATIVE DISCOURSEDecember 2020September 2023Allow3310YesNo
17121329LOCATION PERSISTENCE IN A HISTORIAN SYSTEMDecember 2020March 2025Abandon5140NoNo
17118780SELECTING ACCESS FLOW PATH IN COMPLEX QUERIESDecember 2020August 2023Allow3220YesNo
17111039EFFICIENT PRODUCTION AND CONSUMPTION FOR DATA CHANGES IN A DATABASE UNDER HIGH CONCURRENCYDecember 2020August 2023Allow3210YesNo
17098016HYBRID FETCHING USING A ON-DEVICE CACHENovember 2020September 2023Allow3430YesNo
17080868SYSTEMS AND METHODS FOR IMAGE ARCHIVINGOctober 2020August 2024Abandon4650NoNo
17071920METHOD AND SYSTEM FOR PROCESSING A SEARCH RESULT OF A SEARCH ENGINE SYSTEMOctober 2020September 2024Abandon4710NoNo
16997392ENHANCED HIGH PERFORMANCE REAL-TIME RELATIONAL DATABASE SYSTEM AND METHODS FOR USING SAMEAugust 2020February 2023Allow3010NoNo
16944336EVENT BASED RETENTION OF READ ONLY FILESJuly 2020September 2023Allow3820YesNo
16894079DOCUMENT RETRIEVAL APPARATUS AND DOCUMENT RETRIEVAL METHODJune 2020December 2022Allow3110NoNo
16853221SYSTEMS AND METHODS FOR ASSISTED RESOLUTION OF SUPPORT TICKETSApril 2020August 2023Abandon4020NoNo
16821832Personalization Aggregate Content Item RecommendationsMarch 2020December 2024Abandon5741YesYes
16779298PREPACKAGED DATA INGESTION FROM VARIOUS DATA SOURCESJanuary 2020August 2024Allow5450YesNo
16777442APPLICATION SEARCH SYSTEMJanuary 2020March 2025Abandon6060YesNo
16774527GAME LIBRARY VISUALIZATION AND RECOMMENDATION USING ONTOLOGICAL MAPPING ON INFORMATION HANDLING SYSTEMJanuary 2020March 2024Abandon5040YesNo
16577838SMART SEARCH CAPABILITIES IN A PROCESS CONTROL SYSTEMSeptember 2019May 2023Allow4450YesNo
16577855Search Results Display in a Process Control SystemSeptember 2019May 2023Allow4450YesNo
16569040PERSISTED QUERIES AND BATCH STREAMINGSeptember 2019July 2023Allow4630YesNo
16523233ACTIVE LISTENING TO MANAGE ADAPTIVE CONTENT ITEMSJuly 2019December 2024Abandon6050NoNo
16451202CLOUD-COUPLED CONNECTED SENSOR DATA AND TELEMATICSJune 2019April 2025Abandon6080YesNo
16142209SYSTEMS AND METHODS FOR GENERATING QUERY SUGGESTIONSSeptember 2018March 2024Allow6070YesNo
16141647SELECTING POINTS OF INTEREST FOR DISPLAY ON A PERSONALIZED DIGITAL MAPSeptember 2018September 2024Abandon6060NoNo
15922594FLATTENING OF HIERARCHICAL DATA INTO A RELATIONAL SCHEMA IN A COMPUTING SYSTEMMarch 2018February 2023Allow5920YesYes
15897038EVENT EXTRACTION SYSTEMS AND METHODSFebruary 2018January 2024Allow6070YesNo
14863072APPARATUS, SYSTEM, AND METHOD FOR RESPONDING TO A USER-INITIATED QUERY WITH A CONTEXT-BASED RESPONSESeptember 2015September 2023Allow6070YesYes
14709130METHOD, SYSTEM AND RECORDING MEDIUM FOR PROVIDING MAP SERVICE, AND FILE DISTRIBUTION SYSTEMMay 2015September 2023Allow6090YesYes
14492648COMPUTING ENVIRONMENT SELECTION TECHNIQUESSeptember 2014August 2023Abandon60120YesNo
14284751CONSOLIDATION OF WEB CONTENTS BETWEEN WEB CONTENT MANAGEMENT SYSTEMS AND DIGITAL ASSET MANAGEMENT SYSTEMSMay 2014June 2018Allow4930YesNo
14199525MANAGING SERVICE ACCESS THROUGH SOCIAL CONTEXTMarch 2014June 2017Allow3930YesNo
13536343INDEX SELECTION FOR XML DATABASE SYSTEMSJune 2012October 2016Allow5230YesNo
13418055PAGE FEED FOR EFFICIENT DATAFLOW BETWEEN DISTRIBUTED QUERY ENGINESMarch 2012May 2017Allow6020NoYes
13207765SYSTEM AND METHOD FOR TAGGING IMAGES BASED ON POSITIONAL INFORMATIONAugust 2011September 2012Allow1310YesNo
13034324Multiplex Backup Using Next Relative AddressingFebruary 2011October 2016Allow6020NoYes
13033509STRUCTURED RELEVANCE - A MECHANISM TO REVEAL WHY DATA IS RELATEDFebruary 2011September 2015Allow5530YesNo
13004585DATA REPLICATION AND FAILURE RECOVERY METHOD FOR DISTRIBUTED KEY-VALUE STOREJanuary 2011June 2014Allow4120NoNo
12771086MANAGED DOCUMENT RESEARCH DOMAINSApril 2010August 2017Allow6040YesYes
12604795IMAGE PROCESSING APPARATUS, IMAGE DISPLAY METHOD, AND IMAGE DISPLAY PROGRAMOctober 2009January 2017Allow6090YesNo
12572984REAL-TIME VISUALIZATION OF USER CONSUMPTION OF MEDIA ITEMSOctober 2009August 2012Allow3420YesNo
12235640MEMORY MANAGEMENT FOR GARBAGE COLLECTION OF CRITICAL REAL TIME THREADSSeptember 2008April 2012Allow4320YesNo
11568746SYSTEM AND METHOD FOR SEARCHING STRINGS OF RECORDSJuly 2008November 2010Allow4800YesNo
11942081MASKING RELATED SENSITIVE DATA IN GROUPSNovember 2007September 2010Allow3400YesNo
11849196INDEX SELECTION FOR XML DATABASE SYSTEMSAugust 2007March 2012Allow5430YesNo
11847029SELECTING AN AUTHOR OF MISSING CONTENT IN A CONTENT MANAGEMENT SYSTEMAugust 2007September 2011Allow4920YesNo
11840842METHOD, SYSTEM, AND PROGRAM FOR MANAGING LOCKS AND TRANSACTIONSAugust 2007October 2009Allow2610NoNo
10580271DATABASE MANAGEMENT APPARATUS AND METHOD OF MANAGING DATABASEMay 2006April 2010Allow4710NoNo
11408705SYSTEM AND METHOD FOR QUERY PLANNING AND EXECUTIONApril 2006May 2009Allow3720YesNo
11408670Method and system for entering search queriesApril 2006October 2017Allow60220YesNo
11405536METHOD AND APPARATUS OF WAFS BACKUP MANAGED IN CENTRALIZED CENTERApril 2006September 2009Allow4101YesNo
11326884SCHEDULING OF INDEX MERGESJanuary 2006November 2009Allow4640YesNo
11326283TRAINING A RANKING COMPONENTJanuary 2006May 2010Allow5240NoNo
11018466METHOD, SYSTEM, AND PROGRAM PRODUCT FOR EXECUTING A SCALAR FUNCTION ON A VARYING NUMBER OF RECORDS WITHIN A RDBMS USING SQLDecember 2004October 2006Allow2110NoNo
11015821PRIORITIZED FILESDecember 2004July 2009Allow5540YesNo
10882721INTERNET ENABLED COMPUTER SYSTEM MANAGEMENTJuly 2004May 2012Allow6031NoYes
10488180METHOD AND SYSTEM FOR CLASSIFYING BINARY STRINGSApril 2004March 2007Allow3620YesNo
10802863ELECTRONIC MAIL DEVICEMarch 2004June 2008Allow5130NoNo
10802852STORAGE SYSTEM STORING A FILE WITH MULTIPLE DIFFERENT FORMATS AND METHOD THEREOFMarch 2004October 2006Allow3120YesNo
10773347DATABASE SEARCH INFORMATION OUTPUT METHODFebruary 2004May 2008Allow5120NoNo
10605190METHOD FOR EFFICIENTLY CHECKING COVERAGE OF RULES DERIVED FROM A LOGICAL THEORYSeptember 2003December 2006Allow3920NoNo
10654487Method and apparatus for managing document data for eventual presentation to a userSeptember 2003January 2015Allow6070YesYes
10641463DEFINITION AND MAINTENANCE OF A TELEMETRY DATABASE DICTIONARYAugust 2003January 2007Allow4210NoNo
10275315SYSTEM AND METHOD FOR DETERMINING THE PROBABLE EXISTENCE OF DISEASEJuly 2003August 2006Allow4610NoNo
10428758MANAGING LOCKS AND TRANSACTIONSMay 2003March 2008Allow5940YesNo
10427794METHOD, SYSTEM AND PROGRAM PRODUCT FOR MATCHING A NETWORK DOCUMENT WITH A SET OF FILTERSMay 2003September 2010Allow6090NoYes
10425750SYSTEM AND METHOD FOR ACCESSING RESOURCES IN A DATABASEApril 2003November 2006Allow4320NoNo
10427035DISCIPLINE FOR LOCK REASSERTION IN A DISTRIBUTED FILE SYSTEMApril 2003August 2006Allow3910YesNo
10425081RECURSIVE FILE BACKUPApril 2003August 2006Allow3920YesNo
10412808DYNAMIC COMPARISON OF SEARCH SYSTEMS IN A CONTROLLED ENVIRONMENTApril 2003September 2008Allow6030NoNo
10292199TAXONOMY FOR MOBILE E-SERVICESNovember 2002July 2006Allow4410YesNo

Appeals Overview

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

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
8
Examiner Affirmed
5
(62.5%)
Examiner Reversed
3
(37.5%)
Reversal Percentile
57.7%
Higher than average

What This Means

With a 37.5% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
14
Allowed After Appeal Filing
4
(28.6%)
Not Allowed After Appeal Filing
10
(71.4%)
Filing Benefit Percentile
39.1%
Lower 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, 28.6% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.

Strategic Recommendations

Appeals to PTAB show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.

Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner MAHMOOD, REZWANUL - Prosecution Strategy Guide

Executive Summary

Examiner MAHMOOD, REZWANUL works in Art Unit 2159 and has examined 98 patent applications in our dataset. With an allowance rate of 74.5%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 42 months.

Allowance Patterns

Examiner MAHMOOD, REZWANUL's allowance rate of 74.5% places them in the 31% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by MAHMOOD, REZWANUL receive 3.03 office actions before reaching final disposition. This places the examiner in the 96% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by MAHMOOD, REZWANUL is 42 months. This places the examiner in the 5% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.

Interview Effectiveness

Conducting an examiner interview provides a +27.1% benefit to allowance rate for applications examined by MAHMOOD, REZWANUL. This interview benefit is in the 78% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 21.7% of applications are subsequently allowed. This success rate is in the 17% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 13.3% of cases where such amendments are filed. This entry rate is in the 8% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.

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 70% 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 57.9% of appeals filed. This is in the 26% percentile among all examiners. Of these withdrawals, 27.3% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.

Petition Practice

When applicants file petitions regarding this examiner's actions, 0.0% are granted (fully or in part). This grant rate is in the 1% 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 12.2% of allowed cases (in the 97% 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 11% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically 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:

  • Expect multiple rounds of prosecution: This examiner issues more office actions than average. Address potential issues proactively in your initial response and consider requesting an interview early in prosecution.
  • Prioritize examiner interviews: Interviews are highly effective with this examiner. Request an interview after the first office action to clarify issues and potentially expedite allowance.
  • Plan for RCE after final rejection: This examiner rarely enters after-final amendments. Budget for an RCE in your prosecution strategy if you receive a final rejection.
  • Plan for extended prosecution: Applications take longer than average with this examiner. Factor this into your continuation strategy and client communications.
  • 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.