USPTO Examiner VU BAI DUC - Art Unit 2162

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19091742DETERMINING EXPOSURE OF CHANGES IN POLICY CONSTRAINTS ON DATASETS GENERATED USING ARTIFICIAL INTELLIGENCEMarch 2025June 2025Allow310YesNo
19050084DETECTING DATA ANOMALIES USING ARTIFICIAL INTELLIGENCEFebruary 2025June 2025Allow410YesNo
18990894SYSTEMS AND METHODS FOR VALIDATION OF DATA ENTRIES FOR USER INTERFACE DATA SETSDecember 2024June 2025Allow610YesNo
18603537SYSTEM AND METHOD FOR GENEALOGICAL ENTITY RESOLUTIONMarch 2024August 2025Allow1710YesNo
18600412SYSTEMS AND METHODS FOR CONSISTENT BACKUP OF DISTRIBUTED, TRANSACTIONAL DATABASESMarch 2024August 2025Allow1710YesNo
18444536EFFICIENT CLEANUP/DEFRAGMENTATION MECHANISM FOR EXPIRED RETENTION LOCKED (COMPLIANCE & GOVERNANCE) SEGMENTS IN DEDUPED CLOUD OBJECTSFebruary 2024July 2025Allow1710YesNo
18426406METHOD AND SYSTEM FOR INTELLIGENT REMOVAL OF MULTI-DIMENSIONAL LOGGING DATA OUTLIERSJanuary 2024July 2025Allow1720NoNo
18416620SYSTEMS AND METHODS FOR STORING AND VERIFYING DATAJanuary 2024March 2025Allow1410YesNo
18413540OPERATION STATEMENT ANALYSIS FOR DATABASE TRIGGER FIRINGJanuary 2024April 2025Allow1510YesNo
18400048COMMUNICATION APPARATUS, IMAGE CAPTURE APPARATUS AND CONTROL METHODDecember 2023February 2025Allow1410YesNo
18392968WORD AWARE CONTENT DEFINED CHUNKINGDecember 2023August 2024Allow810NoNo
18513163EFFICIENT DEDUPLICATION OF RANDOMIZED FILE PATHSNovember 2023May 2025Allow1820YesNo
18384655SELF-ADDRESSING MEMORYOctober 2023April 2025Abandon1710NoNo
18495445DECISION IMPLEMENTATION WITH INTEGRATED DATA QUALITY MONITORINGOctober 2023September 2025Abandon2320YesNo
18369300COMPUTER USER CREDENTIALING AND VERIFICATION SYSTEMSeptember 2023December 2024Allow1510YesNo
18459326STORAGE LOCATION METADATA FOR A DEDUPLICATION STORAGE SYSTEMAugust 2023August 2025Allow2410YesNo
18232567SYSTEM AND METHOD FOR DEVICE CONFIGURATION DATA GENERATION AND MANAGEMENT VIA A MACHINE LEARNING ENGINEAugust 2023February 2025Allow1810YesNo
18231171SYSTEM AND METHOD TO CREATE A SENTIMENT-BASED INDEX FOR SEARCHABLE COMMUNICATIONSAugust 2023June 2025Allow2330YesNo
18225046SELF-ADDRESSING MEMORYJuly 2023October 2023Allow310NoNo
18350727Medical Clinical Data Quality Analysis System Based on Big DataJuly 2023February 2024Allow710NoNo
18345858AUTOMATIC ANALYSIS OF DIFFERENCE BETWEEN MULTI-DIMENSIONAL DATASETSJune 2023April 2025Allow2220YesNo
18208961APPARATUS AND METHOD FOR DATA DISCREPANCY IDENTIFICATIONJune 2023October 2023Allow410YesNo
18198773FORUM SEARCH WITH TIME-DEPENDENT ACTIVITY WEIGHTINGMay 2023September 2025Abandon2811NoNo
18317689MULTI-REGION WORKFLOW MANAGEMENTMay 2023May 2025Allow2420YesNo
18252485METHOD AND SYSTEM FOR UPGRADING CPE FIRMWAREMay 2023November 2024Allow1810NoNo
18195658BULLETIN BOARD DATA MAPPING AND PRESENTATIONMay 2023January 2025Allow2130YesNo
18141172SUBQUERY GENERATION FROM A QUERYApril 2023November 2024Allow1910YesNo
18140786COMPUTER DATA SYSTEM CURRENT ROW POSITION QUERY LANGUAGE CONSTRUCT AND ARRAY PROCESSING QUERY LANGUAGE CONSTRUCTSApril 2023February 2025Allow2120NoNo
18305143PARTIAL TABLE AND MULTISOURCE SYNCHRONIZATION FOR DATABASESApril 2023March 2025Allow2320YesNo
18134996DELETING TRANSACTIONS FROM A DISTRIBUTED LEDGERApril 2023November 2023Allow710NoNo
18132141Association-Rule Based Data Outlier Detection and Record Completion System and MethodApril 2023October 2023Allow720YesNo
18193017GENERATING ROW DURABILITY DATA IN DATABASE SYSTEMSMarch 2023November 2024Allow1920NoNo
18129034Method and System for Performing Data Cloud OperationsMarch 2023April 2024Allow1220NoNo
18191470ELECTRONIC DEVICE FOR PROVIDING CONTENT RECOMMENDATION SERVICE, AND METHOD THEREFORMarch 2023May 2025Allow2630YesNo
18188081REPRESENTING CONTAINER IMAGES IN AN IMAGE REGISTRYMarch 2023March 2025Allow2430YesNo
18115446Entity Classification Using Cleansed TransactionsFebruary 2023February 2025Allow2430YesNo
18112934SIMILARITY-BASED LISTING RECOMMENDATIONS IN A DATA EXCHANGEFebruary 2023August 2024Allow1710YesNo
18169733Data Storage System Conflict ManagementFebruary 2023May 2024Allow1510YesNo
18109906SECURE ZERO KNOWLEDGE DATA TRANSFORMATION AND VALIDATIONFebruary 2023October 2024Allow2010YesNo
18167524METHOD AND SYSTEM FOR PROVIDING CONTEXT BASED QUERY SUGGESTIONSFebruary 2023March 2025Allow2540NoNo
18167715SYSTEM AND METHOD FOR AUTOMATED DATA HARMONIZATIONFebruary 2023October 2023Allow810NoNo
18106152METHODS, DEVICES AND SYSTEMS FOR REAL-TIME CHECKING OF DATA CONSISTENCY IN A DISTRIBUTED HETEROGENOUS STORAGE SYSTEMFebruary 2023August 2024Allow1920YesNo
18104249DATABASE METADATA CORRUPTION MITIGATIONJanuary 2023August 2024Allow1840YesNo
18160490SYSTEMS AND METHODS FOR DYNAMIC QUERY PREDICTION AND OPTIMIZATIONJanuary 2023December 2024Allow2330NoNo
18082813DATA QUALITY USING ARTIFICIAL INTELLIGENCEDecember 2022October 2024Allow2220YesNo
18064405SYSTEM AND METHOD FOR SUMMARIZATION OF SEARCH RESULTSDecember 2022June 2024Allow1810YesNo
18059189APPLICATION DISCOVERY USING ACCESS PATTERN HISTORYNovember 2022June 2024Allow1920NoNo
17994578Media Sharing Across Service ProvidersNovember 2022October 2024Allow2230YesNo
18058083SYSTEMS AND METHODS FOR COORDINATE-BASED SEARCHNovember 2022February 2025Allow2730YesNo
17992678METHOD OF CREATING A DISTRIBUTED LEDGER FOR A BLOCKCHAIN VIA ENCAPSULATION OF OFF-CHAIN DATANovember 2022June 2025Abandon3010NoNo
18057907SYSTEMS FOR CLUSTER ANALYSIS OF INTERACTIVE CONTENTNovember 2022September 2024Allow2220YesNo
17978609PARTITIONING, PROCESSING, AND PROTECTING COMPRESSED DATANovember 2022September 2024Allow2320YesNo
17974990Asynchronous Remote Replication Data Deduplication LayerOctober 2022April 2024Allow1820YesNo
17973311SYSTEMS AND METHODS FOR MANIPULATING TIME-DEPENDENT RELATIONSHIPS IN KNOWLEDGE GRAPH DATA STRUCTURESOctober 2022December 2024Allow2610NoNo
17971482EFFICIENT DEDUPLICATION OF RANDOMIZED FILE PATHSOctober 2022October 2023Allow1230YesNo
18047879INCREASED EFFICIENCY OF QUERY TYPES OF REPRESENTATIONAL STATE TRANSFER PROGRAMMING INTERFACESOctober 2022August 2024Allow2120YesNo
17962726SYSTEMS AND METHODS FOR CONSISTENT BACKUP OF DISTRIBUTED, TRANSACTIONAL DATABASESOctober 2022January 2024Allow1510YesNo
17960622SYSTEM AND METHOD FOR QUERYING A DATA REPOSITORYOctober 2022January 2025Allow2840YesNo
17957366Interactive and Conversational Data ExplorationSeptember 2022April 2024Abandon1810NoNo
17937261SEMANTIC CLASSIFICATION FOR DATA MANAGEMENTSeptember 2022November 2024Allow2610YesNo
17944706DOCUMENT RETRIEVAL SUPPORT SYSTEM, DOCUMENT RETRIEVAL SUPPORT METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING DOCUMENT RETRIEVAL SUPPORT PROGRAMSeptember 2022August 2025Abandon3540YesNo
17902569MACHINE-LEARNING BASED DATA ENTRY DUPLICATION DETECTION AND MITIGATION AND METHODS THEREOFSeptember 2022February 2024Allow1720NoNo
17822865Event ProcessingAugust 2022January 2024Allow1620YesNo
17897997METHODS AND SYSTEMS FOR GARBAGE DELETION IN A DOCUMENT DATABASEAugust 2022December 2024Allow2730YesNo
17894369READ-BASED STORAGE OF TIME-SERIES RECORDSAugust 2022July 2024Allow2320YesNo
17888341Efficient Indexing for Querying Arrays in DatabasesAugust 2022April 2024Allow2020YesNo
17872463SIMILARITY-BASED LISTING RECOMMENDATIONS IN A DATA EXCHANGEJuly 2022February 2023Allow610YesNo
17872611SYSTEM AND METHOD FOR OPTIMIZING INCREMENTAL BACKUPS OF NETWORK ATTACHED STORAGE FILE DATAJuly 2022June 2024Allow2320NoNo
17848057SYSTEM AND METHOD FOR TAGGING IN IDENTITY MANAGEMENT ARTIFICIAL INTELLIGENCE SYSTEMS AND USES FOR SAME, INCLUDING CONTEXT BASED GOVERNANCEJune 2022February 2024Allow1920NoNo
17844418FLIGHT DATA OBJECT REALIZATION WITH GRAPH DATABASEJune 2022February 2024Allow2020YesNo
17839110VAULTING DATA FROM A PUBLIC CLOUDJune 2022August 2023Allow1410NoNo
17804700PREVENTION AND MITIGATION OF CORRUPT DATABASE DATAMay 2022November 2022Allow510NoNo
17829331DATA DRIFT DETECTION BETWEEN DATA STORAGEMay 2022June 2024Abandon2440YesNo
17664028IDENTITY RESOLUTION SYSTEMMay 2022April 2024Allow2310NoNo
17734236SYSTEMS AND METHODS OF ANALYZING USER-ENTERED OR MACHINE-GENERATED VALUES IN DATA FOR DETERMINING DEFECTIVE ENTRIESMay 2022March 2025Allow3540YesNo
17721240DATA MANAGEMENT SYSTEMApril 2022November 2023Allow1910YesNo
17699358MANAGING DATA PROCESSING EFFICIENCY, AND APPLICATIONS THEREOFMarch 2022May 2024Allow2620YesNo
17694799AUTOMATIC ANALYSIS OF DIFFERENCE BETWEEN MULTI-DIMENSIONAL DATASETSMarch 2022March 2023Allow1200YesNo
17693917COMPUTERIZED SYSTEMS AND METHODS FOR MATERIALIZED VIEW MATCHINGMarch 2022August 2024Allow2940NoNo
17686253ENTERPRISE DATA MANAGEMENT PLATFORMMarch 2022July 2024Allow2830YesNo
17683967DATABASE MANAGEMENT SYSTEMS USING DISTRIBUTED DATABASE UPDATE MANAGEMENT OPERATIONSMarch 2022May 2024Allow2720YesNo
17666736METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR MANAGING TRAINING DATAFebruary 2022February 2025Allow3710YesNo
17589441GUIDED CREATION INTERFACE FOR STREAMING DATA PROCESSING PIPELINESJanuary 2022September 2023Allow1910YesNo
17585977Systems and Methods for Improved Machine Learning Using Data Completeness and Collaborative Learning TechniquesJanuary 2022September 2024Abandon3120NoNo
17583649SEMANTIC MATCHING SYSTEM AND METHODJanuary 2022March 2025Allow3840YesNo
17581148COMPUTER-IMPLEMENTED METHOD FOR PERFORMING HIERARCHIAL CLASSIFICATIONJanuary 2022August 2023Allow1910NoNo
17579965SYSTEMS AND METHODS FOR MONITORING DATA QUALITY ISSUES IN NON-NATIVE DATA OVER DISPARATE COMPUTER NETWORKSJanuary 2022March 2024Allow2520NoNo
17577668DATA PROCESSING METHOD, ELECTRONIC EQUIPMENT AND STORAGE MEDIUMJanuary 2022October 2023Allow2120NoNo
17574387DIRECT-CHANNEL DATA UPDATE IN MEDIATED DATA EXCHANGE SYSTEMSJanuary 2022June 2024Allow2930NoNo
17562517Autonomous Supply Chain Data Hub and PlatformDecember 2021January 2024Allow2520NoNo
17561375Applied Artificial Intelligence Technology for Automatically Generating Narratives from Visualization DataDecember 2021July 2024Allow3140YesYes
17546332METHOD AND DEVICE FOR ADJUSTING AND IMPLEMENTING TOPIC DETECTION PROCESSESDecember 2021March 2024Abandon2720NoNo
17520746SELECTIVE DEDUPLICATIONNovember 2021November 2023Abandon2410YesNo
17514440TECHNIQUES FOR STATEFUL PERSISTED SERVICE RESOURCE REDUCTIONOctober 2021August 2023Allow2210YesNo
17507779APPARATUS AND METHOD FOR MANAGING AND COLLECTING METADATAOctober 2021April 2024Allow3030YesNo
17499626DATA DEDUPLICATION IN DATA PLATFORMSOctober 2021November 2022Allow1310NoNo
17490939MERGING DUPLICATE CUSTOMER DATASeptember 2021December 2023Allow2630YesNo
17473872PARTIAL TABLE AND MULTISOURCE SYNCHRONIZATION FOR DATABASESSeptember 2021January 2023Allow1610YesNo
17387194BULK DATA EXTRACT HYBRID JOB PROCESSINGJuly 2021July 2024Allow3550YesNo
17381724Cache Optimization Via Topics in Web Search EnginesJuly 2021February 2023Allow1910NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner VU, BAI DUC.

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
51.7%
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 VU, BAI DUC - Prosecution Strategy Guide

Executive Summary

Examiner VU, BAI DUC works in Art Unit 2162 and has examined 47 patent applications in our dataset. With an allowance rate of 87.2%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 27 months.

Allowance Patterns

Examiner VU, BAI DUC's allowance rate of 87.2% places them in the 66% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.

Office Action Patterns

On average, applications examined by VU, BAI DUC receive 2.60 office actions before reaching final disposition. This places the examiner in the 76% 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 VU, BAI DUC is 27 months. This places the examiner in the 71% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +12.6% benefit to allowance rate for applications examined by VU, BAI DUC. This interview benefit is in the 49% 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, 27.0% of applications are subsequently allowed. This success rate is in the 46% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 32.0% of cases where such amendments are filed. This entry rate is in the 47% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 200.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 94% 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 89% percentile among all examiners. Of these withdrawals, 100.0% 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, 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 0.0% of allowed cases (in the 11% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 12% 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.
  • 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.

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.