USPTO Examiner ROSTAMI MOHAMMAD S - Art Unit 2154

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18788521PARALLELIZING USER DEFINED FUNCTIONS IN A SQL DATABASEJuly 2024February 2026Abandon1820YesNo
18768141METHOD FOR PROCESSING SEMICONDUCTOR WAFERJuly 2024April 2025Allow910NoNo
18744305SYSTEMS AND METHODS FOR MAPPING A TERM TO A VECTOR REPRESENTATION IN A SEMANTIC SPACEJune 2024March 2026Allow2120YesNo
18743886Data Access Method for Database, Apparatus, and DeviceJune 2024October 2025Allow1620NoNo
18667463DISTRIBUTED STREAM-BASED ACID TRANSACTIONSMay 2024October 2025Allow1720NoNo
18655952AI-DRIVEN TRANSACTION MANAGEMENT SYSTEMMay 2024May 2025Abandon1310YesNo
18623662MACHINE LEARNING BASED CONVERSION OF UNSTRUCTURED VOICE DATA INTO EXECUTABLE FILESApril 2024February 2026Allow2220NoNo
18592277DISTRIBUTED DATA COLLECTION ACROSS MULTIPLE NODESFebruary 2024September 2025Allow1830YesNo
18591601INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY RECORDING MEDIUMFebruary 2024November 2025Allow2020YesNo
18587482COORDINATION OF OVERLAPPING PROCESSING OF AUDIO QUERIESFebruary 2024April 2025Allow1410NoNo
18424002SIMILARITY INFORMATION IN SKIP LISTSJanuary 2024February 2026Allow2520YesNo
18419378SEARCH RANKER WITH CROSS ATTENTION ENCODER TO JOINTLY COMPUTE RELEVANCE SCORES OF KEYWORDS TO A QUERYJanuary 2024November 2025Allow2220YesNo
18400760SECURE PREDICATE DERIVATION OF QUERIES USING METADATADecember 2023July 2025Allow1920NoNo
18397565SYSTEMS AND METHODS FOR ANALYZING DISTINCT DATASETS WITH A COMMON INDEXDecember 2023August 2025Allow2010YesNo
18390806Search System Having Task-Based Machined-Learned ModelsDecember 2023March 2026Allow2730YesNo
18529588METHOD, COMPUTER DEVICE, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM TO PROVIDE SEARCH RESULTS BASED ON MULTI-MODAL FEATURESDecember 2023August 2025Allow2020YesNo
18388133SYSTEMS AND METHODS FOR MANAGING DESIGNATED CONTENT IN COLLABORATION SYSTEMSNovember 2023August 2025Allow2130YesNo
18384048AUTOMATICALLY GENERATING CONTEXT-BASED RESPONSES TO NATURAL LANGUAGE QUERIES USING KNOWLEDGE GRAPHSOctober 2023October 2025Allow2420YesNo
18483087DATA FILTERING METHODS AND APPARATUSES FOR DATA QUERIESOctober 2023September 2025Allow2320YesNo
18478269GENERATING DATA BLOCK MAPPING IN INCREMENTAL IMAGE BACKUPS FOR POST PROCESSINGSeptember 2023May 2025Allow1920YesNo
18475902STORAGE MANAGEMENT METHODS AND APPARATUSES FOR DISTRIBUTED DATABASESeptember 2023February 2026Allow2830NoNo
18469906System and Method for Ingesting Data Based on Processed MetadataSeptember 2023July 2025Allow2220NoNo
18234077RELATIVE FUZZINESS FOR FAST REDUCTION OF FALSE POSITIVES AND FALSE NEGATIVES IN COMPUTATIONAL TEXT SEARCHESAugust 2023October 2025Allow2620YesNo
18355568DECLARATIVE MODELING PARADIGM FOR GRAPH-DATABASEJuly 2023October 2025Allow2740YesNo
18224051TRANSPORT SOUND PROFILEJuly 2023February 2025Allow1930YesNo
18219664DETECTING LABELS OF A DATA CATALOG INCORRECTLY ASSIGNED TO DATA SET FIELDSJuly 2023November 2025Allow2840NoNo
18336325SYSTEM AND METHOD FOR SERIAL-OVER-IP SWITCH BASED CHARACTER STRING PATTERN MATCHING AND DETECTIONJune 2023February 2025Allow2030NoNo
18336132REQUEST PROCESSING METHODS AND APPARATUSES, COMPUTING DEVICE AND STORAGE MEDIUMJune 2023February 2025Allow2010YesNo
18173997STORING A TABLE IN A DATABASE SYSTEMFebruary 2023May 2025Allow2720YesNo
18111729Retail Deployment ModelFebruary 2023May 2024Allow1510YesNo
18162486INTERLEAVED EXECUTION INFRASTRUCTURE IN DATABASE ENGINESJanuary 2023September 2024Allow2040NoNo
18102901ACTIVE MANAGEMENT OF FILES BEING PROCESSED IN ENTERPRISE DATA WAREHOUSES UTILIZING TIME SERIES PREDICTIONSJanuary 2023July 2024Allow1700NoNo
18103264SYSTEMS AND METHODS FOR GENERATING TRENDING SEARCH QUERIES USING PREDICTIVE SEARCH ENGINESJanuary 2023June 2025Allow2920YesNo
18101049Distributed Database System and Data Processing MethodJanuary 2023September 2025Allow3240NoNo
18146370REGULAR EXPRESSION DECOMPOSITION AND EVALUATIONDecember 2022July 2025Allow3130YesNo
18087712ADAPTIVE QUERY ROUTING IN A REPLICATED DATABASE ENVIRONMENTDecember 2022September 2023Allow910NoNo
18086246SYSTEM AND METHOD FOR GENERATING A SCIENTIFIC REPORT BY EXTRACTING RELEVANT CONTENT FROM SEARCH RESULTSDecember 2022November 2024Abandon2320NoNo
18085452SEARCH IN A DATA MARKETPLACEDecember 2022December 2024Allow2350YesNo
17991352DATA STORAGE AND RETRIEVAL SYSTEM FOR A CLOUD-BASED, MULTI-TENANT APPLICATIONNovember 2022April 2023Allow500YesNo
17925880DATA CLASSIFICATION SYSTEM, DATA CLASSIFICATION METHOD, AND RECORDING MEDIUMNovember 2022April 2024Allow1710NoNo
17981024METHOD OF PROCESSING MULTIMODAL TASKS, AND AN APPARATUS FOR THE SAMENovember 2022January 2026Allow3810YesNo
18049904SECURE PREDICATE DERIVATION OF QUERIES USING METADATAOctober 2022September 2023Allow1120NoNo
17936086CHANGE CONTROL AND VERSION MANAGEMENT OF DATASeptember 2022December 2025Allow3930YesNo
17948905SYSTEMS AND METHODS FOR CONTEXT-BASED KEYWORD SEARCHINGSeptember 2022June 2023Allow910YesNo
17900026METHOD FOR INTEGRATED GENERATION OF AN AUDIT REPORTAugust 2022October 2025Allow3730YesNo
17802589SYSTEM AND METHOD FOR BULK EXPORT OF RESOURCE DATA FOR VIEW PARAMETERSAugust 2022August 2025Abandon3620YesNo
17888560DATABASE RECORD LINEAGE AND VECTOR SEARCHAugust 2022March 2025Allow3120NoNo
17882782METHOD AND SYSTEM FOR PROVIDING A CONTEXT-SENSITIVE, NON-INTRUSIVE DATA PROCESSING OPTIMIZATION FRAMEWORKAugust 2022September 2025Allow3860NoNo
17817987Unstructured Data Analytics in Traditional Data WarehousesAugust 2022August 2025Allow3630NoNo
17877533DISTRIBUTED ADAPTIVE MACHINE LEARNING TRAINING FOR INTERACTION EXPOSURE DETECTION AND PREVENTIONJuly 2022January 2026Allow4120YesNo
17850319IMPLEMENTATION OF ARGMAX OR ARGMIN IN HARDWAREJune 2022January 2026Allow4220NoNo
17840246FUNCTIONS FOR PATH TRAVERSALS FROM SEED INPUT TO OUTPUTJune 2022September 2023Allow1520YesNo
17783826DISTRIBUTED DATABASE SYSTEM AND DATA DISASTER BACKUP DRILLING METHODJune 2022February 2025Abandon3220NoNo
17805968RANKING MESSAGES OF A CONVERSATION GRAPH FOR CANDIDATE SELECTIONJune 2022October 2024Abandon2810NoNo
17833176SYSTEMS AND METHODS FOR ACCELERATING AND OPTIMIZING GROUPWISE COMPARISON IN RELATIONAL DATABASESJune 2022September 2024Allow2820NoNo
17750060PROCESSING A LOGICAL QUERYMay 2022May 2024Allow2420NoNo
17778580TEXT SEARCH METHOD, DEVICE, SERVER, AND STORAGE MEDIUMMay 2022March 2025Abandon3430NoNo
17729972USER-INTERACTIVE DEFECT ANALYSIS FOR ROOT CAUSEApril 2022June 2023Allow1310NoNo
17687588TRANSITORY SALIENT ATTENTION CAPTURE TO DRAW ATTENTION TO DIGITAL DOCUMENT PARTSMarch 2022May 2023Allow1400NoNo
17683245SYSTEMS AND METHODS FOR DETECTING EVENTS BASED ON UPDATES TO NODE PROFILES FROM ELECTRONIC ACTIVITIESFebruary 2022April 2024Allow2520NoNo
17676107Matching Non-exact AddressesFebruary 2022January 2024Abandon2330YesNo
17584143RETAIL DEPLOYMENT MODELJanuary 2022July 2024Allow3030NoNo
17579329DATA PREVIEWING BEFORE RECALLING LARGE DATA FILESJanuary 2022November 2023Abandon2220NoNo
17574597SYSTEM AND METHOD FOR IMPROVED SIMILARITY SEARCH FOR SEARCH ENGINESJanuary 2022December 2024Abandon3620NoNo
17561104OPERATOR MOVEMENT OPTIMIZATION TECHNIQUE FOR PROCEDURESDecember 2021July 2025Allow4340NoYes
17557208System and Method for Transpilation of Machine Interpretable LanguagesDecember 2021April 2024Allow2810NoNo
17557418Abstraction Layer for Efficient Transliteration of Machine Interpretable LanguagesDecember 2021April 2024Allow2810NoNo
17539455Distributed Security Analysis for Shared ContentDecember 2021August 2023Allow2000YesNo
17453672SYSTEMS AND METHODS FOR PROVIDING FASTER DATA ACCESS USING LOOKUP AND RELATIONSHIP TABLESNovember 2021January 2024Allow2710NoNo
17514084MERGE SMALL FILE CONSOLIDATIONOctober 2021August 2022Allow1020NoNo
17491077CLIENT-CONFIGURABLE IN-TRANSIT SEGMENTATION OF STREAMING INPUT AT MANAGED DATA TRANSFER SERVICESSeptember 2021July 2025Allow4640YesNo
17593622DISTRIBUTED SEQUENTIAL TRANSACTIONAL DATABASE SELECTIONSeptember 2021July 2024Abandon3420NoNo
17593623CONFIGURING DISTRIBUTED SEQUENTIAL TRANSACTIONAL DATABASESSeptember 2021October 2024Abandon3730NoNo
17377609METHOD FOR RETRIEVING IMAGES FROM DATABASEJuly 2021May 2024Allow3420YesNo
17373043TECHNIQUES FOR AUTOMATED DATABASE QUERY GENERATIONJuly 2021February 2024Allow3130NoNo
17358249METHODS, APPARATUSES, AND DEVICES FOR TRANSFERRING DATA ASSETS BASED ON BLOCKCHAINJune 2021March 2023Allow2140YesNo
17413532SYSTEMS AND METHODS FOR IDENTIFYING EVENTS THAT SHARE A CHARACTERISTICJune 2021August 2024Allow3840NoNo
17413040MEASUREMENT GUIDE DEVICE AND SIMULATION COMPUTING DEVICE USED THEREFORJune 2021June 2023Allow2420YesNo
17327304ENHANCED CONTENT TRACKING SYSTEM AND METHODMay 2021June 2023Abandon2510NoNo
17302273QUERY PERFORMANCEApril 2021July 2024Abandon3820NoNo
17244569METHOD AND SYSTEMS FOR STORING DATA IN A STORAGE POOL USING MEMORY SEMANTICS WITH APPLICATIONS UTILIZING OBJECT SEMANTICSApril 2021October 2025Abandon5440YesNo
17239573Patent Collaboration and Analysis SystemApril 2021March 2023Abandon2310NoNo
17233913LEARNING ENGINE APPLICATIONApril 2021August 2023Allow2820NoNo
17220316SYSTEMS AND METHODS FOR MANAGING DESIGNATED CONTENT IN COLLABORATION SYSTEMSApril 2021June 2023Allow2720YesNo
17194531SNAPSHOT CREATION WITH SYNCHRONOUS REPLICATIONMarch 2021November 2024Allow4540YesYes
17182852SYSTEM AND METHOD FOR DATA VALIDATION AND EXCEPTION MONITORINGFebruary 2021November 2023Abandon3320NoNo
17178192Visual Presentation of Search ResultsFebruary 2021January 2025Allow4740YesNo
17268619ANOMALY LOCALIZATION DENOISING AUTOENCODER FOR MACHINE CONDITION MONITORINGFebruary 2021November 2025Abandon5740NoNo
17177097LOW LATENCY MULTI-CONSTRAINT RANKING OF CONTENT ITEMSFebruary 2021January 2024Allow3510NoNo
17169943Differentiation Of Search Results For Accurate Query OutputFebruary 2021October 2023Allow3220YesNo
17151965SYSTEMS AND METHODS FOR MAPPING A TERM TO A VECTOR REPRESENTATION IN A SEMANTIC SPACEJanuary 2021March 2024Allow3840NoNo
17133449INTELLIGENT ROUTING CONTROLDecember 2020June 2021Allow610YesNo
17128020HIERARCHICAL DATADecember 2020April 2025Allow5240YesYes
17107633ARTIFICIAL INTELLIGENCE SYSTEM FOR EFFICIENT ATTRIBUTE EXTRACTIONNovember 2020June 2024Allow4330NoNo
17059033CONVERTING DATABASE LANGUAGE STATEMENTS BETWEEN DIALECTSNovember 2020August 2024Allow4540YesNo
17050523PHENOMENON PREDICTION DEVICE, PREDICTION MODEL GENERATION DEVICE, AND PHENOMENON PREDICTION PROGRAMOctober 2020July 2022Abandon2040NoNo
17070651MESSAGING SEARCH AND MANAGEMENT APPARATUSES, METHODS AND SYSTEMSOctober 2020September 2022Allow2320YesNo
17021089SYSTEM CONTROLLED BY DATA BEARING RECORDSSeptember 2020January 2024Allow4020NoNo
17006812Dynamic Phase Generation And Resource Load Reduction For A QueryAugust 2020October 2023Allow3830YesNo
17004421GEOGRAPHICALLY-DISTRIBUTED FILE SYSTEM USING COORDINATED NAMESPACE REPLICATION OVER A WIDE AREA NETWORKAugust 2020August 2023Allow3650NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ROSTAMI, MOHAMMAD S.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
41
Examiner Affirmed
22
(53.7%)
Examiner Reversed
19
(46.3%)
Reversal Percentile
68.7%
Higher than average

What This Means

With a 46.3% 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
94
Allowed After Appeal Filing
30
(31.9%)
Not Allowed After Appeal Filing
64
(68.1%)
Filing Benefit Percentile
49.1%
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, 31.9% 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 ROSTAMI, MOHAMMAD S - Prosecution Strategy Guide

Executive Summary

Examiner ROSTAMI, MOHAMMAD S works in Art Unit 2154 and has examined 405 patent applications in our dataset. With an allowance rate of 70.4%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 37 months.

Allowance Patterns

Examiner ROSTAMI, MOHAMMAD S's allowance rate of 70.4% places them in the 33% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by ROSTAMI, MOHAMMAD S receive 3.14 office actions before reaching final disposition. This places the examiner in the 89% 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 ROSTAMI, MOHAMMAD S 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 +25.0% benefit to allowance rate for applications examined by ROSTAMI, MOHAMMAD S. This interview benefit is in the 71% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 17.8% of applications are subsequently allowed. This success rate is in the 16% 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 31.5% of cases where such amendments are filed. This entry rate is in the 46% 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, 59.6% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 50% 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 55.4% of appeals filed. This is in the 27% percentile among all examiners. Of these withdrawals, 31.4% 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, 36.7% are granted (fully or in part). This grant rate is in the 25% 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 0.5% of allowed cases (in the 60% 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 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.

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.