USPTO Examiner DWIVEDI MAHESH H - Art Unit 2168

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19258880SYSTEM AND METHOD FOR ARTIFICIAL INTELLIGENCE BASED FIELD SERVICE ASSISTANCE FOR TELECOMMUNICATIONS OPERATIONSJuly 2025September 2025Allow310NoNo
19032880Music Release Disambiguation using Multi-Modal Neural NetworksJanuary 2025February 2026Allow1210NoNo
18985752DISTRIBUTED IN-DATABASE VECTORIZED OPERATIONS USING USER DEFINED TABLE FUNCTIONSDecember 2024August 2025Allow800NoNo
18983174DATA ANALYSIS AND VISUALIZATION USING STRUCTURED DATA TABLES AND NODAL NETWORKSDecember 2024December 2025Allow1210NoNo
18976038INFERRING SCHEMA STRUCTURE OF FLAT FILEDecember 2024November 2025Allow1110NoNo
18933628Validating Integrity of Replicated DataOctober 2024August 2025Allow910NoNo
18926514Indexing Constituent DataOctober 2024July 2025Allow800NoNo
18918887Real-Time Micro-Profile Generation Using a Dynamic Tree StructureOctober 2024June 2025Allow800NoNo
18906194SYSTEMS AND METHODS FOR DATA INTEGRATIONOctober 2024September 2025Allow1120YesNo
18886839IMAGE-BASED SEARCH PROCESSING METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUMSeptember 2024November 2025Allow1420NoNo
18819708MODIFYING A USER QUERY TO PREVENT HALLUCINATIONSAugust 2024August 2025Allow1110YesNo
18813725ASYNCHRONOUS DOCUMENT CHARTSAugust 2024July 2025Allow1100NoNo
18809378SYSTEM AND METHOD FOR CLOUD-BASED READ-ONLY FOLDER SYNCHRONIZATIONAugust 2024December 2025Allow1620YesNo
18795142FILE SYSTEM CONTENT ARCHIVING BASED ON THIRD-PARTY APPLICATION ARCHIVING RULES AND METADATAAugust 2024July 2025Allow1210NoNo
18788493MULTI-LEVEL RESOURCE-UTILIZATION FOR SERVICE REQUEST GENERATION WITH GENERATIVE ARTIFICIAL INTELLIGENCEJuly 2024February 2026Allow1810YesNo
18777126EXTRACTIVE-ABSTRACTIVE LARGE LANGUAGE MODEL SUMMARIZATION WITH FARTHEST POINT SAMPLINGJuly 2024July 2025Allow1210YesNo
18773165Method and System for the Asynchronous, Scalable Review of Video Responses to Video Scripts Utilizing Peer EvaluationJuly 2024October 2025Allow1510YesNo
18761483INTELLIGENTLY EXPANDING SEARCH RESULTS AHEAD-OF-TIMEJuly 2024February 2025Allow800YesNo
18736488ANALYSIS OF STREAMING DATA USING DELTAS AND SNAPSHOTSJune 2024September 2025Abandon1510NoNo
18668959SYSTEMS FOR DATABASE SEARCHING AND DATABASE SCHEMAS MANAGEMENT AND METHODS OF USE THEREOFMay 2024March 2025Allow1010NoNo
18661459METHODS AND SYSTEMS FOR VISUAL CONTENT RETRIEVAL USING SEMANTIC SEARCHMay 2024November 2025Abandon1810NoNo
18656217METHODS AND APPARATUSES FOR PREVENTING SPOILERS IN AUTOCOMPLETED SEARCH QUERIESMay 2024February 2026Allow2130YesNo
18655432METHOD FOR RETRIEVING INFORMATION FOR SIMILAR CASES AND COMPUTER DEVICE USING THE SAMEMay 2024November 2025Abandon1920YesNo
18653456COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION VERIFICATION PROGRAM, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING SYSTEMMay 2024November 2025Allow1930NoNo
18651274SYSTEMS AND METHODS FOR GRAPH-BASED DYNAMIC INFORMATION RETRIEVAL AND SYNTHESISApril 2024February 2025Allow1000NoNo
18634585COMMUNICATION PLATFORM FOR A CONNECTED ENVIRONMENTApril 2024April 2025Allow1210NoNo
18622829Automated Tool For Determining And Providing Information About Dwellings Within Geographical Regions That Are Determined Specific To Indicated LocationsMarch 2024April 2025Allow1310YesNo
18581045OPEN JSON PARSERFebruary 2024October 2025Allow2010YesNo
18440613PERFORMANT PROXIMITY MATCHING BETWEEN SETS OF UNSTRUCTURED RECORDSFebruary 2024April 2024Allow200YesNo
18432962OBJECT DATA STORED OUT OF LINE VECTOR ENGINEFebruary 2024September 2024Allow700YesNo
18409278METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR CLASSIFICATION AND TAGGING OF TEXTUAL DATAJanuary 2024August 2024Allow700NoNo
18406325Smart Interactions for a Digital DuplicateJanuary 2024March 2025Allow1410YesNo
18401513ANALYSIS METHOD MANAGEMENT SYSTEMDecember 2023December 2025Allow2320NoNo
18539424EXTRACTION MACHINE LEARNING FRAMEWORKDecember 2023March 2026Allow2710YesNo
18570310METHOD, DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCT FOR MUSIC SCREENINGDecember 2023March 2026Allow2730NoNo
18539928AUTOMATING DATA LOAD OPERATIONS FOR IN-MEMORY DATA WAREHOUSESDecember 2023January 2025Allow1310NoNo
18538778CORRECTING ERRORS OF A RUNNING EXTRACT, TRANSFORM, LOAD (ETL) PROCESSDecember 2023September 2024Allow900NoNo
18531290SYSTEMS AND METHODS FOR DATA LINEAGE-BASED SYSTEM ANOMALY DETECTIONDecember 2023August 2025Allow2000NoNo
18515424DEMONSTRATION METHOD AND DEVICE OF LIVE ROOM, COMPUTER DEVICE AND STORAGE MEDIUMNovember 2023June 2025Allow1910NoNo
18515105MITIGATING BIAS IN MULTIMODAL MODELS VIA QUERY TRANSFORMATIONNovember 2023October 2024Allow1100NoNo
18507769DETECTING DUPLICATE TABLES IN DATA LAKE DATABASESNovember 2023March 2025Allow1620YesNo
18505874HYBRID DATABASE IMPLEMENTATIONSNovember 2023November 2024Allow1210YesNo
18506032HYBRID DATABASE IMPLEMENTATIONSNovember 2023September 2025Allow2330NoNo
18499925METHOD AND APPARATUS FOR A DATA CONFIDENCE INDEXNovember 2023May 2025Allow1810YesNo
18288830INFORMATION AGGREGATION IN A MULTI-MODAL ENTITY-FEATURE GRAPH FOR INTERVENTION PREDICTIONOctober 2023July 2025Allow2010YesNo
18494490INTELLIGENT CONFIGURATION HANDLEROctober 2023July 2025Allow2020YesNo
18489716SYSTEM AND METHOD FOR CLOUD-BASED READ-ONLY FOLDER SYNCHRONIZATIONOctober 2023May 2024Allow700NoNo
18555560RECOMMENDATION SYSTEMOctober 2023November 2025Abandon2530NoNo
18487963DATA ANALYSIS AND VISUALIZATION USING STRUCTURED DATA TABLES AND NODAL NETWORKSOctober 2023August 2024Allow1010NoNo
18486299ARCHIVE CENTER FOR CONTENT MANAGEMENTOctober 2023August 2024Allow1010NoNo
18482774REAL TIME SYSTEM FOR INGESTION, AGGREGATION, AND IDENTITY ASSOCIATION OF DATA FROM USER ACTIONS PERFORMED ON WEBSITES OR APPLICATIONSOctober 2023June 2025Allow2130YesNo
18376283SYSTEMS AND METHODS FOR MODIFYING JSON FILESOctober 2023May 2024Allow710YesNo
18477926QUERY ACCELERATION FOR DISJUNCTIVE EQUIJOIN CONDITIONSSeptember 2023June 2024Allow800NoNo
18468539AUTOMATED DOCUMENT INTAKE SYSTEMSeptember 2023November 2024Abandon1400NoNo
18466528Method, Apparatus And Electronic Device For Detecting Data Anomalies, And Readable Storage MediumSeptember 2023March 2025Allow1820NoNo
18461959DISTRIBUTED IN-DATABASE VECTORIZED OPERATIONS USING USER DEFINED TABLE FUNCTIONSSeptember 2023September 2024Allow1200YesNo
18239500SYSTEM AND METHOD FOR SEARCHING MEDIA OR DATA BASED ON CONTEXTUAL WEIGHTED KEYWORDSAugust 2023December 2025Abandon2821NoNo
18456749SKEW-CORRECTED DISTRIBUTION OF OBJECTSAugust 2023June 2025Allow2200NoNo
18455189METHOD AND APPARATUS FOR INFORMATION DISPLAY, AND NON-VOLATILE COMPUTER STORAGE MEDIUMAugust 2023April 2024Allow820NoNo
18364420SYSTEM AND METHOD FOR PROCESSING DOCUMENTSAugust 2023December 2024Abandon1720YesNo
18360130EFFICIENT SCHEDULING OF PAULI-TERMS FOR QUANTUM COMPUTINGJuly 2023March 2026Allow3100NoNo
18221811LOCK ON READ TECHNIQUES FOR IMPROVED FILE SYSTEM PERFORMANCEJuly 2023October 2025Abandon2730YesNo
18218766DATA FILE CLUSTERING WITH KD-EPSILON TREESJuly 2023April 2025Allow2110NoNo
18218400DATA INGESTION USING DATA FILE CLUSTERING WITH KD-EPSILON TREESJuly 2023April 2024Allow1000NoNo
18218410DATA FILE CLUSTERING WITH KD-CLASSIFIER TREESJuly 2023May 2025Allow2210NoNo
18346471DISTRIBUTED STORAGE SYSTEM, METHOD, DEVICE, AND STORAGE MEDIUM FOR METADATA MANAGEMENTJuly 2023January 2025Allow1900YesNo
18338556Indexing Constituent DataJune 2023March 2024Allow900NoNo
18338302METHOD AND SYSTEM FOR AUTOMATED COLUMN TYPE ANNOTATIONJune 2023November 2024Allow1700NoNo
18331863METHOD AND APPARATUS FOR AGGREGATING AND PRESENTING DATA ASSOCIATED WITH GEOGRAPHIC LOCATIONSJune 2023January 2025Allow1940YesNo
18306969GLOBAL ACCESS TO FILESYSTEM CONTENTApril 2023July 2024Allow1510NoNo
18303772APPARATUS, METHOD, AND COMPUTER PROGRAM PRODUCT FOR AUTOMATIC RECORD DE-DUPLICATION USING ZERO-BYTE FILEApril 2023April 2024Allow1200NoNo
18300035SYSTEMS AND METHODS FOR GENERATING HYPERMEDIA-BASED GRAPHICAL USER INTERFACES FOR MOBILE DEVICESApril 2023October 2023Allow600NoNo
18193707REMOTE CLONING OF FILES IN DISTRIBUTED FILE SYSTEMSMarch 2023May 2024Allow1410NoNo
18114002FAULT TOLERANT METHOD FOR PROCESSING DATA WITH HUMAN INTERVENTIONFebruary 2023May 2024Allow1410NoNo
18171704FORECASTING AND MITIGATING CONCEPT DRIFT USING NATURAL LANGUAGE PROCESSINGFebruary 2023February 2026Allow3510NoNo
18165156METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR CLASSIFICATION AND TAGGING OF TEXTUAL DATAFebruary 2023October 2023Allow810NoNo
18162304METHODS AND SYSTEMS FOR GENERATING AND MANIPULATING ELECTRONIC VEHICLE CHECKLISTS USING WEB-BASED EDITING TOOLJanuary 2023December 2023Allow1020YesNo
18160332Data Classification Using Ensemble ModelsJanuary 2023December 2025Abandon3420YesYes
18160704DECENTRALIZED POLICY-BASED TRANSACTIONAL OBJECT MANAGEMENT FOR FEDERATED WORKFLOWSJanuary 2023May 2025Allow2701YesNo
18159837METHOD AND APPARATUS FOR VALIDATING DATA IMAGESJanuary 2023July 2024Allow1810YesNo
18159673DISTRIBUTED APPENDING OF TRANSACTIONS IN DATA LAKESJanuary 2023February 2024Allow1300NoNo
18152408SYSTEM FOR UPLOADING INFORMATION INTO A METADATA REPOSITORYJanuary 2023April 2023Allow300NoNo
18149792ARCHIVE CENTER FOR CONTENT MANAGEMENTJanuary 2023August 2023Allow710NoNo
18148277ENHANCING TANGIBLE CONTENT ON PHYSICAL ACTIVITY SURFACEDecember 2022November 2023Allow1000NoNo
18003596VIDEO RETRIEVAL METHOD AND APPARATUS, DEVICE AND STORAGE MEDIUMDecember 2022June 2023Allow600NoNo
18085882RELIABLE HIERARCHICAL STORAGE MANAGEMENT WITH DATA SYNCHRONIZATIONDecember 2022September 2023Allow910NoNo
18069561GENERATING VISUAL DATA STORIESDecember 2022July 2023Allow710YesNo
18068233COGNITIVE AND HEURISTICS-BASED EMERGENT FINANCIAL MANAGEMENTDecember 2022March 2023Allow300YesNo
18078665ANALYSIS OF STREAMING DATA USING DELTAS AND SNAPSHOTSDecember 2022June 2024Allow1810NoNo
18009426Real-Time Micro-Profile Generation Using a Dynamic Tree StructureDecember 2022July 2024Allow1900NoNo
17992541MULTIMEDIA RESOURCE CLASSIFICATION AND RECOMMENDATIONNovember 2022February 2025Allow3710YesNo
17926457DISTRIBUTED GENERATIVE ADVERSARIAL NETWORKS SUITABLE FOR PRIVACY-RESTRICTED DATANovember 2022March 2026Abandon4010NoNo
17985552System and Method for Cloud-Based Read-Only Folder SynchronizationNovember 2022July 2023Allow810NoNo
17985115METHOD AND APPARATUS FOR PROVIDING USER INTERFACE FOR VIDEO RETRIEVALNovember 2022March 2024Allow1620NoNo
17966461TRANSACTION MANAGER LIBRARY FOR AUTOMATIC ENLISTING OF DISTRIBUTED XA PARTICIPANTSOctober 2022March 2024Allow1700YesNo
17966528TRANSPARENT SNAPSHOT-BASED FILE SYSTEM CONSISTENT VIRTUAL MACHINE PROTECTIONOctober 2022October 2023Allow1200NoNo
17934590SEARCHING A DATA SOURCE USING EMBEDDINGS OF A VECTOR SPACESeptember 2022July 2024Allow2230YesNo
17942218Smart Interactions for a Digital DuplicateSeptember 2022August 2023Allow1110YesNo
17899318Catalog Adoption in ProcurementAugust 2022August 2023Allow1201YesNo
17822013METHOD AND SYSTEM FOR LEARNING BEHAVIOR OF HIGHLY COMPLEX AND NON-LINEAR SYSTEMSAugust 2022September 2025Allow3710NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner DWIVEDI, MAHESH H.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
73
Examiner Affirmed
53
(72.6%)
Examiner Reversed
20
(27.4%)
Reversal Percentile
43.5%
Lower than average

What This Means

With a 27.4% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
127
Allowed After Appeal Filing
26
(20.5%)
Not Allowed After Appeal Filing
101
(79.5%)
Filing Benefit Percentile
26.9%
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, 20.5% 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 face challenges. Ensure your case has strong merit before committing to full Board review.

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

Examiner DWIVEDI, MAHESH H - Prosecution Strategy Guide

Executive Summary

Examiner DWIVEDI, MAHESH H works in Art Unit 2168 and has examined 841 patent applications in our dataset. With an allowance rate of 69.6%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 37 months.

Allowance Patterns

Examiner DWIVEDI, MAHESH H's allowance rate of 69.6% 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 DWIVEDI, MAHESH H receive 2.62 office actions before reaching final disposition. This places the examiner in the 77% 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 DWIVEDI, MAHESH H is 37 months. This places the examiner in the 32% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a -0.4% benefit to allowance rate for applications examined by DWIVEDI, MAHESH H. This interview benefit is in the 12% 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, 21.0% of applications are subsequently allowed. This success rate is in the 24% 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 19.8% of cases where such amendments are filed. This entry rate is in the 24% 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, 37.7% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 35% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 44.3% of appeals filed. This is in the 10% percentile among all examiners. Of these withdrawals, 29.3% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner rarely withdraws rejections during the appeal process compared to other examiners. If you file an appeal, be prepared to fully prosecute it to a PTAB decision. Per MPEP § 1207, the examiner will prepare an Examiner's Answer maintaining the rejections.

Petition Practice

When applicants file petitions regarding this examiner's actions, 63.0% are granted (fully or in part). This grant rate is in the 68% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 2.0% of allowed cases (in the 75% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 13% 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.
  • 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.

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.