USPTO Examiner ALAM SHAHID AL - Art Unit 2161

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19029819MULTI-LABEL CLASSIFIER TRAININGJanuary 2025January 2026Allow1210NoNo
19020146ENHANCED PROCESSING OF TIME SERIES DATA VIA PARALLELIZATION OF INSTRUCTIONSJanuary 2025December 2025Allow1110YesNo
19002050FAST TRUNCATION OF LARGE FILESDecember 2024August 2025Allow800YesNo
18978590METHOD, DEVICE AND COMPUTER PROGRAM PRODUCT FOR DATA REPLICATIONDecember 2024December 2025Allow1210YesNo
18976323SYSTEM AND METHOD FOR GENERATING DATABASE QUERIES BASED ON NATURAL LANGUAGE INPUTDecember 2024January 2026Allow1310YesNo
18924173DATA MANAGEMENT METHOD AND CORRESPONDING DEVICEOctober 2024October 2025Allow1210YesNo
18908044TAPE MOUNTING WITH TAG FILTERINGOctober 2024November 2025Allow1310YesNo
18826355AUTOMATIC VALIDATION OF INPUT FILESSeptember 2024December 2025Allow1620YesNo
18821146APPARATUS AND A METHOD FOR THE GENERATION OF EXPLOITATION DATAAugust 2024August 2025Allow1210YesNo
18668091MODIFIED CONFLICT-FREE REPLICA DATA TYPE (CRDT) OPERATION TRANSMISSION WITH CONFLICT AVOIDANCEMay 2024December 2025Allow1910YesNo
18666231MACHINE LEARNING AND LANGUAGE MODEL-ASSISTED GEOSPATIAL DATA ANALYSIS AND VISUALIZATIONMay 2024January 2026Allow2010YesNo
18651424Content Management Systems Providing Automated Generation of Content SummariesApril 2024March 2026Allow2220YesNo
18636109TECHNIQUES FOR DETERMINISTICALLY ROUTING DATABASE REQUESTS TO DATABASE SERVERSApril 2024February 2026Allow2220YesNo
18623935METHOD OF FACILITATING CONTACT BETWEEN MUTUALLY INTERESTED PEOPLEApril 2024December 2025Abandon2130YesNo
18586742External Services in Distributed DatabasesFebruary 2024October 2025Allow2020YesNo
18439888Cache-Generated Frequently Asked Questions PageFebruary 2024November 2025Allow2110YesNo
18431501ANOMALY DETECTION FOR COMPUTING SYSTEMSFebruary 2024October 2025Allow2010NoNo
18579224RESOLVING CONFLICTS DURING SYNCHRONIZATION OF DOCUMENT OBJECTSJanuary 2024July 2025Allow1910YesNo
18412409Efficient Opcode-Driven Pipelined Execution Of Multi-Level Hash JoinsJanuary 2024September 2025Allow2010NoNo
18378906URL CONTENT REDIRECTIONOctober 2023July 2025Allow2110NoNo
18469967INTERACTION WITH A FIELD SIDEBAR FOR FIELD INFORMATION PANEL DISPLAYSeptember 2023July 2025Allow2230YesNo
18469232ACCELERATION OF PRIVILEGE GRAPH TRAVERSALSeptember 2023August 2025Allow2310YesNo
18464689METHOD AND APPARATUS WITH ENTITY LINKINGSeptember 2023September 2025Allow2430YesNo
17972049WEIGHT TRANSFER APPARATUS FOR NEUROMORPHIC DEVICES AND WEIGHT TRANSFER METHOD USING THE SAMEOctober 2022January 2026Allow3910NoNo
17961609QUANTUM-COMPUTING-POWERED SYSTEM WITH MULTI-DIMENSIONAL SCALING FOR DATABASE BACKUP, SEARCH, AND RECOVERYOctober 2022January 2026Allow3900NoNo
17955227SYSTEM AND METHOD FOR PERSONALIZATION AND OPERATION OF A PERSONAL BOTSeptember 2022November 2025Allow3710YesNo
17888849SYSTEMS AND METHODS FOR EXPERT GUIDED SEMI-SUPERVISION WITH CONTRASTIVE LOSS FOR MACHINE LEARNING MODELSAugust 2022October 2025Allow3810NoNo
17797069INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAMAugust 2022December 2025Abandon4010NoNo
17791897KNOWLEDGE GRAP PRE-TRAINING METHOD BASED ON STRUCTURAL CONTEXT INFORJuly 2022September 2025Allow3810NoNo
17479519METHOD AND SYSTEM FOR PROVIDING PERSONALIZED MULTIMODAL OBJECTS IN REAL TIMESeptember 2021December 2025Allow5020YesNo
16399342COMMUNITY DATA AGGREGATION WITH AUTOMATED FOLLOWUPApril 2019January 2020Allow910NoNo
16272783SYSTEMS AND METHODS FOR AUTOMATICALLY IDENTIFYING AND LINKING NAMES IN DIGITAL RESOURCESFebruary 2019September 2020Allow1900NoNo
16258939Methods and Apparatus For Serving Relevant AdvertisementsJanuary 2019January 2021Allow2310NoNo
16249032QUESTION ANSWERING SYSTEM USING TOPIC-SENSITIVE SOURCE RELIABILITY SCORINGJanuary 2019April 2021Allow2710NoNo
16226133OBJECT CREATION FROM HIERARCHICAL METADATA STORED ON A STORAGE DEVICEDecember 2018March 2021Allow2720NoNo
16203586MANAGEMENT OF LONG-RUNNING LOCKS AND TRANSACTIONS ON DATABASE TABLESNovember 2018October 2020Allow2310NoNo
16034696SYSTEMS AND METHODS FOR AUTOMATICALLY GENERATING USER INTERFACE ELEMENTS FOR COMPLEX DATABASESJuly 2018February 2021Allow3110NoNo
15920984DETERMINING SUBSTITUTE STATEMENTSMarch 2018September 2020Allow3010YesNo
15920954SELECTING AN OPTIMAL COMBINATION OF SYSTEMS FOR QUERY PROCESSINGMarch 2018October 2020Allow3110YesNo
15867668Subscription Media On Demand IXJanuary 2018October 2020Allow3410YesNo
15857753SYSTEM AND METHOD OF QUERY PROCESSING WITH SCHEMA CHANGE IN JSON DOCUMENT STOREDecember 2017January 2020Allow2510NoNo
15836775RELEVANCE-ORDERED MESSAGE SEARCHDecember 2017August 2020Allow3320YesNo
15495977KNOWLEDGE DISCOVERY SYSTEMApril 2017October 2018Allow1710NoNo
15486978DYNAMIC EVENT DETECTION SYSTEM AND METHODApril 2017April 2020Allow3610YesNo
15453754CLUSTERING USING LOCALITY-SENSITIVE HASHING WITH IMPROVED COST MODELMarch 2017May 2020Allow3800YesNo
15448735ACCESSING AN N-WAY LINKED LISTMarch 2017September 2020Allow4230YesNo
15431335COMPUTER READABLE ELECTRONIC RECORDS AUTOMATED CLASSIFICATION SYSTEMFebruary 2017January 2019Allow2310NoNo
15413453BIAS IDENTIFICATION IN SOCIAL NETWORK POSTSJanuary 2017June 2019Allow2920YesNo
15400230METHODS FOR INTEGRATING SEMANTIC SEARCH, QUERY, AND ANALYSIS AND DEVICES THEREOFJanuary 2017March 2018Allow1410YesNo
15393150TOPIC RANKING OF CONTENT ITEMS FOR TOPIC-BASED CONTENT FEEDSDecember 2016November 2019Allow3510NoNo
15376364Subscription Media On Demand VIII (Offline Mode)December 2016November 2017Allow1210NoNo
15358713SYSTEM AND METHOD FOR MAINTAINING SHARING GROUPS IN A SERVICE DELIVERY SYSTEMNovember 2016June 2019Allow3110YesNo
15291105REALLOCATING JOBS FOR CHECKING DATA QUALITYOctober 2016July 2017Allow910NoNo
15271118DYNAMIC TRIGGERING OF BLOCK-LEVEL BACKUPS BASED ON BLOCK CHANGE THRESHOLDS AND CORRESPONDING FILE IDENTITIES USING INDEXING IN A DATA STORAGE MANAGEMENT SYSTEMSeptember 2016April 2019Allow3100YesNo
15270237SIMILAR EMAIL SPAM DETECTIONSeptember 2016July 2019Allow3420NoNo
15268401MANAGEMENT OF LONG-RUNNING LOCKS AND TRANSACTIONS ON DATABASE TABLESSeptember 2016July 2017Allow1010YesNo
15197856ON-DEMAND DATABASE CATALOG UPGRADEJune 2016April 2020Allow4530NoNo
15145311DISTRIBUTED FILE SYSTEM AND METHOD OF CREATING FILES EFFECTIVELYMay 2016July 2019Allow3930YesNo
15002141SUBSCRIPTION MEDIA ON DEMAND VIIJanuary 2016October 2016Allow800NoNo
14965190SORTING AN ARRAY CONSISTING OF A LARGE NUMBER OF ELEMENTSDecember 2015July 2019Allow4311NoNo
14881883Component Information and Auxiliary Information Related to Information ManagementOctober 2015February 2017Allow1610NoNo
14781535METHOD AND SYSTEM FOR PROVIDING A SOCIAL SERVICE BASED ON MUSIC INFORMATIONSeptember 2015May 2018Allow3210NoNo
14870042SMART TUPLE CONDITION-BASED OPERATION PERFORMANCESeptember 2015May 2019Allow4440YesNo
14865332EVALUATING REAL ESTATE PROPERTIESSeptember 2015December 2016Allow1510NoNo
14819341COMPUTER READABLE ELECTRONIC RECORDS AUTOMATED CLASSIFICATION SYSTEMAugust 2015October 2016Allow1410NoNo
14812360CONSTRUCTING A DATA ADAPTOR IN AN ENTERPRISE SERVER DATA INGESTION ENVIRONMENTJuly 2015January 2018Allow3010NoNo
14811196INTERNET AND DATABASE MINING TO GENERATE DATABASE RECORDSJuly 2015May 2018Allow3330YesNo
14698663AUTOMATED DIGITAL DISCOVERY WITH CURRENT STREAMINGApril 2015February 2018Allow3410NoNo
14698106GENERATING A SCHEMA OF A NOT-ONLY-STRUCTURED-QUERY-LANGUAGE DATABASEApril 2015April 2018Allow3520YesNo
14698730DETERMINING A COMPANY RANK UTILIZING ON-LINE SOCIAL NETWORK DATAApril 2015February 2018Allow3310YesNo
14685200MANAGEMENT OF LONG-RUNNING LOCKS AND TRANSACTIONS ON DATABASE TABLESApril 2015June 2016Allow1410YesNo
14663819LIGHTWEIGHT TABLE COMPARISONMarch 2015July 2017Allow2810NoNo
14643958DYNAMIC EVENT DETECTION SYSTEM AND METHODMarch 2015January 2017Allow2210YesNo
14623343SYSTEM AND METHOD FOR DYNAMICALLY CONFIGURING CONTENT-DRIVEN RELATIONSHIPS AMONG DATA ELEMENTSFebruary 2015April 2016Allow1410NoNo
14542629SYSTEM AND METHOD FOR SEARCH WITH THE AID OF IMAGES ASSOCIATED WITH PRODUCT CATEGORIESNovember 2014June 2016Allow1920NoNo
14536041SYSTEM FOR ENHANCING EXPERT-BASED COMPUTERIZED ANALYSIS OF A SET OF DIGITAL DOCUMENTS AND METHODS USEFUL IN CONJUNCTION THEREWITHNovember 2014December 2015Allow1310NoNo
14526347TABLE DATA PERSISTENCEOctober 2014December 2016Allow2600NoNo
14481558Even More Subscription Media On DemandSeptember 2014December 2015Allow1510NoNo
14467780System for Automated Computer SupportAugust 2014February 2016Allow1710NoNo
14324414SYSTEMS AND METHODS FOR AUTOMATICALLY GENERATING USER INTERFACE ELEMENTS FOR COMPLEX DATABASESJuly 2014March 2017Allow3220YesNo
14295996System and Method For Search and Display of Content in the Form of Audio, Video or Audio-VideoJune 2014November 2015Allow1710YesNo
13997174USE OF DISCOVERY TO UNDERSTAND USER BEHAVIOR, INTERESTS AND PREFERENCESMay 2014January 2017Allow4320YesNo
14262313SYSTEMS AND METHODS FOR RETRIEVING DATA IN A COMPUTER NETWORKApril 2014June 2015Allow1410NoNo
14229774Entity Normalization Via Name NormalizationMarch 2014March 2017Allow3530YesNo
14217462SYSTEM AND METHOD FOR AUGMENTED KNOWLEDGE DISCOVERYMarch 2014December 2016Allow3310NoNo
14188092MEDIA CONTENT CATALOGSFebruary 2014December 2015Allow2220YesNo
14182687PROVIDING PHOTO HEAT MAPSFebruary 2014March 2017Allow3710YesNo
14182909ACCESSING AN N-WAY LINKED LISTFebruary 2014February 2017Allow3620YesNo
14173186COMPUTER READABLE ELECTRONIC RECORDS AUTOMATED CLASSIFICATION SYSTEMFebruary 2014June 2015Allow1610NoNo
14163473XML NODE LABELING AND QUERYING USING LOGICAL OPERATORSJanuary 2014October 2016Allow3310NoNo
14163555CLUSTERING USING LOCALITY-SENSITIVE HASHING WITH IMPROVED COST MODELJanuary 2014February 2017Allow3611YesNo
14095743Component Information and Auxiliary Information Related to Information ManagementDecember 2013June 2015Allow1810NoNo
14092617Internet Data Mining Method and SystemNovember 2013April 2015Allow1710NoNo
14074634INQUIRY-ORIENTED USER INPUT APPARATUS AND METHODNovember 2013February 2015Allow1510NoNo
13997257METHOD AND SYSTEM FOR INCREMENTAL COLLECTION OF FORUM REPLIESOctober 2013July 2016Allow3710NoNo
14046427DATA VISUALIZATION INTERFACEOctober 2013September 2016Allow3610NoNo
13998070Method and apparatus for url address search in url listSeptember 2013November 2016Allow3720NoNo
13997251WEBPAGE INFORMATION DETECTION METHOD AND SYSTEMSeptember 2013June 2016Allow3520NoNo
14015782SYSTEM FOR LINKED AND NETWORKED DOCUMENT OBJECTSAugust 2013June 2015Allow2210YesNo
13968615METHODS AND SYSTEMS FOR ENCODING/DECODING FILES AND TRANSMISSIONS THEREOFAugust 2013May 2014Allow900NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ALAM, SHAHID AL.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
17
Examiner Affirmed
7
(41.2%)
Examiner Reversed
10
(58.8%)
Reversal Percentile
82.7%
Higher than average

What This Means

With a 58.8% 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
45
Allowed After Appeal Filing
20
(44.4%)
Not Allowed After Appeal Filing
25
(55.6%)
Filing Benefit Percentile
72.8%
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, 44.4% 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

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 ALAM, SHAHID AL - Prosecution Strategy Guide

Executive Summary

Examiner ALAM, SHAHID AL works in Art Unit 2161 and has examined 342 patent applications in our dataset. With an allowance rate of 98.2%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 35 months.

Allowance Patterns

Examiner ALAM, SHAHID AL's allowance rate of 98.2% places them in the 91% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by ALAM, SHAHID AL receive 1.84 office actions before reaching final disposition. This places the examiner in the 43% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by ALAM, SHAHID AL is 35 months. This places the examiner in the 39% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a -2.8% benefit to allowance rate for applications examined by ALAM, SHAHID AL. This interview benefit is in the 8% 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, 36.4% of applications are subsequently allowed. This success rate is in the 82% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 38.7% of cases where such amendments are filed. This entry rate is in the 59% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 46.2% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 41% 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 69.6% of appeals filed. This is in the 56% percentile among all examiners. Of these withdrawals, 33.3% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.

Petition Practice

When applicants file petitions regarding this examiner's actions, 78.4% are granted (fully or in part). This grant rate is in the 83% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 14.6% of allowed cases (in the 96% 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 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:

  • RCEs are effective: This examiner has a high allowance rate after RCE compared to others. If you receive a final rejection and have substantive amendments or arguments, an RCE is likely to be successful.
  • 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.