USPTO Examiner LE MIRANDA - Art Unit 2153

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18867523DIFFERENTIAL FILE RESTORATION METHOD AND ELECTRONIC DEVICENovember 2024February 2026Allow1410YesNo
18642456EFFICIENT DATA INDEXING ACROSS MULTIPLE ONTOLOGY-BASED DATABASESApril 2024February 2026Allow2120YesYes
18624175SYSTEMS AND METHODS FOR CONSOLIDATING APPLICATIONS USED IN AN ORGANIZATIONApril 2024July 2025Abandon1620NoNo
18602259METHODS AND SYSTEMS FOR PLAYING BACK INDEXED CONVERSATIONS BASED ON THE PRESENCE OF OTHER PEOPLEMarch 2024February 2026Allow2320YesNo
18594649WHAT IF SCENARIO PLANNING – SETUPMarch 2024February 2026Allow2320YesNo
18413735CLOUDCACHE IMPLEMENTATION FOR AN OBJECT STORAGE-BASED FILE SYSTEMJanuary 2024June 2025Allow1710NoNo
18527704DATA PROCESSING METHOD AND APPARATUS BASED ON BLOCKCHAIN, DEVICE, AND MEDIUMDecember 2023January 2026Allow2620YesNo
18388678SYSTEMS AND METHODS FOR FACILITATING ENHANCEMENTS TO RELATED ELECTRONIC SEARCHES COORDINATED FOR A GROUP OF USERSNovember 2023June 2025Allow1910NoNo
18502305PREDICTING PURGE EFFECTS IN HIERARCHICAL DATA ENVIRONMENTSNovember 2023February 2026Allow2720YesNo
18375978Systems And Methods Of Performing Searches Within A Text Input ApplicationOctober 2023February 2026Abandon2920NoNo
18456099DATABASE WRITEBACK USING AN INTERMEDIARY STATEMENT GENERATORAugust 2023December 2025Allow2820YesNo
18219483SECURITY APPROACH FOR ASSET MANAGEMENTJuly 2023March 2026Allow3220YesNo
18304865PERMISSIONS MANAGEMENT FOR QUERIES IN A GRAPHApril 2023January 2026Allow3320YesNo
18136516METHOD AND APPARATUS FOR SPATIAL DATA PROCESSINGApril 2023August 2025Allow2820YesNo
18136577MAPPING DISPARATE DATASETSApril 2023September 2025Allow2920YesNo
18248042METHOD AND DEVICE FOR EXTRACTING FEATURE VALUE OF TIME SERIES DATAApril 2023July 2025Allow2820YesNo
18126850GRAPH-BASED QUERY ENGINE FOR AN EXTENSIBILITY PLATFORMMarch 2023September 2025Allow3020YesNo
18179015PREDICTING DATA AVAILABILITY AND SCHEDULING DATA PULLSMarch 2023December 2024Allow2220YesNo
18170232EDITING DATA-WAREHOUSE TABLES USING MANAGED INPUT TABLESFebruary 2023September 2025Allow3120YesNo
18095435System and Method for a Computing Environment for Verifiable Execution of Data-Driven ContractsJanuary 2023June 2025Allow2910YesNo
18151401DATABASE RECOVERY TIME OBJECTIVE OPTIMIZATION WITH SYNTHETIC SNAPSHOTSJanuary 2023May 2025Allow2820YesNo
18072242REDUCING LATENCY OF DIGITAL CONTENT DELIVERY OVER A NETWORKNovember 2022October 2024Allow2220YesYes
18049709FAR-EDGE INTENSIVE PROCESSING FOR SO-MAPSOctober 2022February 2026Allow3920YesNo
17943291GENERATING A PRODUCT-SERVICE QUERY RESPONSE UTILIZING A KNOWLEDGE DATABASESeptember 2022April 2025Allow3120YesNo
17887417SYSTEM AND METHOD FOR ELECTRONIC DOCUMENT PARSINGAugust 2022November 2024Allow2720YesNo
17853680RULE ENGINE IMPLEMENTING A RULE GRAPH FOR RECORD MATCHINGJune 2022December 2023Allow1820YesNo
17847833GRAPH WORKSPACE FOR HETEROGENEOUS GRAPH DATAJune 2022August 2024Allow2520YesNo
17837818Data Management Ecosystem for DatabasesJune 2022September 2024Allow2720YesNo
17826099CONTINUOUS BUILDS OF DERIVED DATASETS IN RESPONSE TO OTHER DATASET UPDATESMay 2022November 2024Allow2920YesNo
17750667MULTI-CHUNK RELATIONSHIP EXTRACTION AND MAXIMIZATION OF QUERY ANSWER COHERENCEMay 2022September 2024Allow2820YesNo
17746948REPLICATING AND MIGRATING FILES TO SECONDARY STORAGE SITESMay 2022December 2024Allow3120YesNo
17661162DATABASE PROCESSING USING HYBRID KEY-VALUE TABLESApril 2022October 2024Allow3020YesNo
17727360FAST TABLE SEARCH FOR VISUALIZATION OF COMPLEX HIERARCHY DATAApril 2022September 2024Allow2920YesNo
17722902CONTENT BASED LOG RETRIEVAL BY USING EMBEDDING FEATURE EXTRACTIONApril 2022December 2023Allow2020YesNo
17721911Systems and Methods for Entity Interestingness-Based Retention and RemovalApril 2022July 2024Allow2720YesNo
17677968EDITING AND UPDATING DATABASE TABLES ON A CLOUD-BASED DATA WAREHOUSEFebruary 2022September 2025Allow4240YesYes
17676467SYSTEM FOR DATA AGGREGATION FROM AT LEAST ONE SOURCE FOR USE IN DATA ANALYSISFebruary 2022September 2025Allow4220YesNo
17589760CORRELATING DIFFERENT TYPES OF DATA OF A DISTRIBUTED LEDGER SYSTEMJanuary 2022July 2025Allow4130YesNo
17584197Data Visualization User Interface with Seamless Online and Offline User InteractionJanuary 2022January 2025Allow3620YesNo
17555117REAL-TIME CRAWLINGDecember 2021March 2024Allow2720YesNo
17555316FAST NEURAL RANKING ON BIPARTITE GRAPH INDICESDecember 2021March 2024Allow2721YesNo
17545727VISUALIZATION OF COMPLEX HIERARCHY DATA WITH INTERACTIVE ADJUSTMENTSDecember 2021February 2024Allow2620YesNo
17542412RANKING ENTITY SEARCH RESULTS BASED ON INFORMATION DENSITYDecember 2021May 2024Allow2920YesNo
17505141Tenant Identification for Cache KeysOctober 2021May 2024Allow3120YesNo
17450971INFORMATION PROCESSING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUMOctober 2021April 2024Abandon3020YesNo
17491293VERIFYING PERFORMANCE OF DIFFERENT REPLICATION TECHNIQUES FOR DATA SET PROJECTIONSSeptember 2021September 2025Allow4740YesNo
17447898INTERACTIVE QUERY BY EXAMPLE EXPERT SYSTEM FOR AUTONOMOUS DATA PROTECTIONSeptember 2021April 2024Allow3120YesNo
17475204EXTENSIBLE DATA OBJECTS FOR USE IN MACHINE LEARNING MODELSSeptember 2021August 2024Allow3520YesNo
17447521SYSTEMS AND METHODS FOR INTERACTIVE ANALYSISSeptember 2021August 2025Allow4740YesNo
17463591METHOD AND SYSTEM FOR GENERATING ANNOTATIONS AND FIELD-NAMES FOR RELATIONAL SCHEMASeptember 2021November 2023Allow2610YesNo
17393969Electronic Apparatus for Processing Information for Providing Page and Method ThereofAugust 2021January 2024Allow3020YesNo
17418767GATEWAY AND METHOD FOR TRANSFORMING A DESCRIPTION OF AN INDUSTRIAL PROCESS EQUIPMENT INTO A DATA INFORMATION MODELJune 2021June 2025Allow4820YesNo
17299485ULTRAVIOLET PROTECTION FACTOR CALCULATING APPARATUS AND ULTRAVIOLET PROTECTION FACTOR CALCULATING METHODJune 2021February 2026Abandon5720NoNo
17336540EVALUATION OF PROGRAMMABLE CONDITIONS APPLICABLE TO AN OPERATIONJune 2021September 2024Allow4020YesNo
17298253SYSTEM FOR ORGANIZING DOCUMENT DATAMay 2021June 2023Allow2520YesNo
17329854SYSTEMS AND METHODS FOR UPDATING EMAIL ADDRESSES BASED ON EMAIL GENERATION PATTERNSMay 2021October 2024Allow4020YesNo
17246293METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR PROCESSING DATAApril 2021April 2023Allow2420YesNo
17283986METHOD FOR MANAGING DATA OF DIGITAL DOCUMENTSApril 2021June 2024Abandon3840NoNo
17163000SHARED KEY PREFIX VALUES ACROSS OBJECTSJanuary 2021March 2023Allow2620YesNo
17140721CONTENT KEYWORD IDENTIFICATIONJanuary 2021July 2024Allow4220YesNo
17136823REPRESENTATION OF A DATA ANALYSIS USING A FLOW GRAPHDecember 2020June 2024Allow4120YesNo
17129245EMOTION OBJECT TRACKING SYSTEMS AND METHODSDecember 2020June 2024Allow4220YesNo
17103164GENERATING WORKFLOW, REPORT, INTERFACE, CONVERSION, ENHANCEMENT, AND FORMS (WRICEF) OBJECTS FOR ENTERPRISE SOFTWARENovember 2020January 2023Allow2620YesNo
17098170SYSTEMS AND METHODS FOR TRIE-BASED AUTOMATED DISCOVERY OF PATTERNS IN COMPUTER LOGSNovember 2020March 2024Allow4020YesNo
17093617SYSTEM AND METHODS FOR PERFORMING UPDATED QUERY REQUESTS IN A SYSTEM OF MULTIPLE DATABASE ENGINENovember 2020February 2023Allow2720YesNo
17088511TOPOLOGICAL DATA ANALYSIS OF DATA FROM A FACT TABLE AND RELATED DIMENSION TABLESNovember 2020March 2024Allow4020YesNo
17080374DATABASE WRITEBACK USING AN INTERMEDIARY STATEMENT GENERATOROctober 2020June 2023Allow3120YesNo
17072615LEARNED DATA ONTOLOGY USING WORD EMBEDDINGS FROM MULTIPLE DATASETSOctober 2020February 2023Allow2820YesNo
17070703UNIVERSAL AUTOMATIC DATA UPDATE DETECTION AND PUBLICATIONOctober 2020January 2024Allow3920YesNo
17062774METHODS AND SYSTEMS FOR PREDICTIVE CLINICAL PLANNING AND DESIGNOctober 2020November 2023Allow3720YesNo
17031266METHODS AND SYSTEMS FOR PLAYING BACK INDEXED CONVERSATIONS BASED ON THE PRESENCE OF OTHER PEOPLESeptember 2020December 2023Allow3820YesNo
17021615Master Data Mapping Scheme Permitting QueryingSeptember 2020November 2022Allow2620YesNo
17017270ASSOCIATING SEARCH RESULTS, FOR A CURRENT QUERY, WITH A RECENTLY EXECUTED PRIOR QUERYSeptember 2020November 2022Allow2610YesNo
17014967DATA PROCESSING METHOD AND APPARATUS, STORAGE MEDIUM AND ELECTRONIC DEVICESeptember 2020February 2023Allow3020YesNo
16989575SYSTEM, METHOD, AND COMPUTER PROGRAM FOR PRESENTING TREE DATA STRUCTURES IN TABLESAugust 2020December 2023Allow4040YesNo
16929365DATA PROCESSING METHOD, APPARATUS, AND DEVICEJuly 2020July 2024Allow4820YesNo
16929194MULTIMODAL TABLE ENCODING FOR INFORMATION RETRIEVAL SYSTEMSJuly 2020March 2023Allow3220YesYes
16922921TECHNIQUES FOR EFFICIENT MIGRATION OF KEY-VALUE DATAJuly 2020April 2024Allow4540YesYes
16920106MANAGING INFORMATION ABOUT DOCUMENT-RELATED ACTIVITIESJuly 2020February 2025Allow5640YesNo
16919272IN-MEMORY DATA STRUCTURE FOR DATA ACCESSJuly 2020December 2022Allow2920YesNo
16917192Leveraging Interlinking Between Information Resources to Determine Shared KnowledgeJune 2020June 2024Allow4840YesNo
16903688ESTABLISHING DISTRIBUTED CONSENSUS VIA ALTERNATE VOTING STRATEGIES IN A DISPERSED STORAGE NETWORKJune 2020October 2024Allow5240YesYes
16892294DOCUMENT MANAGEMENT APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING DOCUMENT MANAGEMENT PROGRAMJune 2020February 2024Abandon4420NoNo
16875773Query SystemMay 2020June 2023Allow3720YesNo
16860007System and Method for Re-Synchronizing a Portion of or an Entire Source Database and a Target DatabaseApril 2020September 2021Allow1720YesNo
16791654KNOWLEDGE-DRIVEN AUTOMATED SCIENTIFIC MODEL EXTRACTION, EXPLANATIONS, AND HYPOTHESIS GENERATIONFebruary 2020November 2022Abandon3310NoNo
16776439SYSTEM FOR APPLYING NATURAL LANGUAGE PROCESSING AND INPUTS OF A GROUP OF USERS TO INFER COMMONLY DESIRED SEARCH RESULTSJanuary 2020September 2023Allow4420NoNo
16751406PIPELINED HASH TABLE WITH REDUCED COLLISIONSJanuary 2020June 2022Abandon2910NoNo
16746066MERGING FEATURE SUBSETS USING GRAPHICAL REPRESENTATIONJanuary 2020October 2022Allow3320YesNo
16741027MAINTAINING A RELATIONSHIP BETWEEN TWO DIFFERENT ITEMS OF DATAJanuary 2020May 2022Abandon2810NoNo
16729995PROGRAMMATIC DETERMINATIONS USING DECISION TREES GENERATED FROM RELATIONAL DATABASE ENTRIESDecember 2019July 2023Allow4220YesNo
16726008SYSTEMS AND METHODS FOR MANAGING MEDICAL DATA USING RELATIONSHIP BUILDINGDecember 2019March 2023Allow3920YesNo
16715296SYSTEM AND METHOD FOR MODIFYING VARIOUS TYPES OF ASSETSDecember 2019May 2023Allow4130YesNo
16689066AUTONOMIC CACHING FOR IN MEMORY DATA GRID QUERY PROCESSINGNovember 2019October 2022Allow3520YesNo
16668252RANKING IMAGE SOURCES FOR TRANSFER LEARNINGOctober 2019March 2025Allow6060YesYes
16546552MICRO-LOCATION BASED PHOTOGRAPH METADATAAugust 2019September 2022Allow3720YesNo
16437312SYSTEMS AND METHODS OF PERFORMING SEARCHES WITHIN A TEXT INPUT APPLICATIONJune 2019May 2023Allow4720YesNo
16435711MANAGEMENT OF A DATABASE SYSTEMJune 2019June 2021Allow2410YesNo
16418851SYSTEMS AND METHODS FOR UPDATING EMAIL ADDRESSES BASED ON EMAIL GENERATION PATTERNSMay 2019January 2021Allow2020YesNo
16417293METHOD OF UPDATING FOOD PRODUCT ITEM INFORMATIONMay 2019February 2026Abandon6060NoNo

Appeals Overview

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

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
3
Examiner Affirmed
1
(33.3%)
Examiner Reversed
2
(66.7%)
Reversal Percentile
86.0%
Higher than average

What This Means

With a 66.7% reversal rate, the PTAB has reversed the examiner's rejections more often than affirming them. This reversal rate is in the top 25% across the USPTO, indicating that appeals are more successful here than in most other areas.

Strategic Value of Filing an Appeal

Total Appeal Filings
39
Allowed After Appeal Filing
31
(79.5%)
Not Allowed After Appeal Filing
8
(20.5%)
Filing Benefit Percentile
94.7%
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, 79.5% 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

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 is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Examiner LE, MIRANDA - Prosecution Strategy Guide

Executive Summary

Examiner LE, MIRANDA works in Art Unit 2153 and has examined 270 patent applications in our dataset. With an allowance rate of 73.0%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 43 months.

Allowance Patterns

Examiner LE, MIRANDA's allowance rate of 73.0% places them in the 36% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by LE, MIRANDA receive 3.19 office actions before reaching final disposition. This places the examiner in the 90% 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 LE, MIRANDA is 43 months. This places the examiner in the 16% 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 +85.3% benefit to allowance rate for applications examined by LE, MIRANDA. This interview benefit is in the 100% 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, 23.6% of applications are subsequently allowed. This success rate is in the 33% 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 8.5% 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, 61.5% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 51% 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 91.9% of appeals filed. This is in the 84% percentile among all examiners. Of these withdrawals, 38.2% 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, 46.2% are granted (fully or in part). This grant rate is in the 40% percentile among all examiners. Strategic Note: Petitions show below-average success regarding this examiner's actions. Ensure you have a strong procedural basis before filing.

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.
  • 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.
  • 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.
  • Plan for extended prosecution: Applications take longer than average with this examiner. Factor this into your continuation strategy and client communications.

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.