
Kannan Shanmugasundaram
Examiner (ID: 12223, Phone: (571)270-7763 , Office: P/2158 )
| Most Active Art Unit | 2158 |
| Art Unit(s) | 4152, 2158, 2168 |
| Total Applications | 623 |
| Issued Applications | 414 |
| Pending Applications | 57 |
| Abandoned Applications | 167 |
Applications
| Application number | Title of the application | Filing Date | Status |
|---|---|---|---|
Array
(
[id] => 19811123
[patent_doc_number] => 12242516
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-03-04
[patent_title] => Electronic device and method for operating content using same
[patent_app_type] => utility
[patent_app_number] => 17/885444
[patent_app_country] => US
[patent_app_date] => 2022-08-10
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 13
[patent_figures_cnt] => 13
[patent_no_of_words] => 9374
[patent_no_of_claims] => 12
[patent_no_of_ind_claims] => 2
[patent_words_short_claim] => 250
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17885444
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/885444 | Electronic device and method for operating content using same | Aug 9, 2022 | Issued |
Array
(
[id] => 18957834
[patent_doc_number] => 20240046161
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-02-08
[patent_title] => METHOD AND SYSTEM FOR TRAINING OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING MODELS
[patent_app_type] => utility
[patent_app_number] => 17/882368
[patent_app_country] => US
[patent_app_date] => 2022-08-05
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 10207
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 135
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17882368
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/882368 | METHOD AND SYSTEM FOR TRAINING OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING MODELS | Aug 4, 2022 | Pending |
Array
(
[id] => 19780061
[patent_doc_number] => 12229094
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-02-18
[patent_title] => Proxy-based database scaling
[patent_app_type] => utility
[patent_app_number] => 17/814463
[patent_app_country] => US
[patent_app_date] => 2022-07-22
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 13
[patent_figures_cnt] => 13
[patent_no_of_words] => 14745
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 148
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17814463
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/814463 | Proxy-based database scaling | Jul 21, 2022 | Issued |
Array
(
[id] => 20079361
[patent_doc_number] => 12353426
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-07-08
[patent_title] => Assigning device
[patent_app_type] => utility
[patent_app_number] => 17/867890
[patent_app_country] => US
[patent_app_date] => 2022-07-19
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 11
[patent_figures_cnt] => 17
[patent_no_of_words] => 10372
[patent_no_of_claims] => 22
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 128
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17867890
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/867890 | Assigning device | Jul 18, 2022 | Issued |
Array
(
[id] => 19950014
[patent_doc_number] => 12321376
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-06-03
[patent_title] => Systems and methods for managing a database storing clauses
[patent_app_type] => utility
[patent_app_number] => 17/863623
[patent_app_country] => US
[patent_app_date] => 2022-07-13
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 17
[patent_figures_cnt] => 17
[patent_no_of_words] => 0
[patent_no_of_claims] => 11
[patent_no_of_ind_claims] => 2
[patent_words_short_claim] => 216
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17863623
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/863623 | Systems and methods for managing a database storing clauses | Jul 12, 2022 | Issued |
Array
(
[id] => 18111897
[patent_doc_number] => 20230004777
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-01-05
[patent_title] => SPIKE NEURAL NETWORK APPARATUS BASED ON MULTI-ENCODING AND METHOD OF OPERATION THEREOF
[patent_app_type] => utility
[patent_app_number] => 17/857602
[patent_app_country] => US
[patent_app_date] => 2022-07-05
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 4745
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -15
[patent_words_short_claim] => 80
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17857602
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/857602 | SPIKE NEURAL NETWORK APPARATUS BASED ON MULTI-ENCODING AND METHOD OF OPERATION THEREOF | Jul 4, 2022 | Pending |
Array
(
[id] => 19045352
[patent_doc_number] => 11934464
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-03-19
[patent_title] => Unsupervised clustering
[patent_app_type] => utility
[patent_app_number] => 17/829890
[patent_app_country] => US
[patent_app_date] => 2022-06-01
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 4
[patent_figures_cnt] => 5
[patent_no_of_words] => 16382
[patent_no_of_claims] => 21
[patent_no_of_ind_claims] => 4
[patent_words_short_claim] => 552
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17829890
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/829890 | Unsupervised clustering | May 31, 2022 | Issued |
Array
(
[id] => 19383225
[patent_doc_number] => 20240273095
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-08-15
[patent_title] => ERROR-BOUNDED APPROXIMATE TIME SERIES JOIN USING COMPACT DICTIONARY REPRESENTATION OF TIME SERIES
[patent_app_type] => utility
[patent_app_number] => 18/567717
[patent_app_country] => US
[patent_app_date] => 2022-06-01
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 10898
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 160
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18567717
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/567717 | Error-bounded approximate time series join using compact dictionary representation of time series | May 31, 2022 | Issued |
Array
(
[id] => 19924746
[patent_doc_number] => 12299026
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-05-13
[patent_title] => Low-resource event understanding
[patent_app_type] => utility
[patent_app_number] => 17/663711
[patent_app_country] => US
[patent_app_date] => 2022-05-17
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 9
[patent_figures_cnt] => 9
[patent_no_of_words] => 7769
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 194
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17663711
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/663711 | Low-resource event understanding | May 16, 2022 | Issued |
Array
(
[id] => 17832384
[patent_doc_number] => 20220269688
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-08-25
[patent_title] => BIAS QUOTIENT MEASUREMENT AND DEBIASING FOR RECOMMENDATION ENGINES
[patent_app_type] => utility
[patent_app_number] => 17/694987
[patent_app_country] => US
[patent_app_date] => 2022-03-15
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6855
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 2
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17694987
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/694987 | Bias quotient measurement and debiasing for recommendation engines | Mar 14, 2022 | Issued |
Array
(
[id] => 18651793
[patent_doc_number] => 20230297629
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-09-21
[patent_title] => APPARATUS AND METHOD OF PERFORMANCE MATCHING
[patent_app_type] => utility
[patent_app_number] => 17/695088
[patent_app_country] => US
[patent_app_date] => 2022-03-15
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 27090
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 173
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17695088
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/695088 | Apparatus and method of performance matching | Mar 14, 2022 | Issued |
Array
(
[id] => 19099458
[patent_doc_number] => 20240118686
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-04-11
[patent_title] => COMPUTER-IMPLEMENTED METHOD AND DEVICE FOR RESOLVING CLOSED LOOPS IN AUTOMATIC FAULT TREE ANALYSIS OF A MULTI-COMPONENT SYSTEM
[patent_app_type] => utility
[patent_app_number] => 18/272780
[patent_app_country] => US
[patent_app_date] => 2022-01-13
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 4395
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -3
[patent_words_short_claim] => 205
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18272780
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/272780 | COMPUTER-IMPLEMENTED METHOD AND DEVICE FOR RESOLVING CLOSED LOOPS IN AUTOMATIC FAULT TREE ANALYSIS OF A MULTI-COMPONENT SYSTEM | Jan 12, 2022 | Pending |
Array
(
[id] => 19872721
[patent_doc_number] => 12265582
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-04-01
[patent_title] => Query modality recommendation for e-commerce search
[patent_app_type] => utility
[patent_app_number] => 17/569876
[patent_app_country] => US
[patent_app_date] => 2022-01-06
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 6
[patent_figures_cnt] => 6
[patent_no_of_words] => 8291
[patent_no_of_claims] => 16
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 185
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17569876
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/569876 | Query modality recommendation for e-commerce search | Jan 5, 2022 | Issued |
Array
(
[id] => 19522798
[patent_doc_number] => 12124522
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-10-22
[patent_title] => Search result identification using vector aggregation
[patent_app_type] => utility
[patent_app_number] => 17/646695
[patent_app_country] => US
[patent_app_date] => 2021-12-31
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 8
[patent_figures_cnt] => 10
[patent_no_of_words] => 12353
[patent_no_of_claims] => 15
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 143
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17646695
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/646695 | Search result identification using vector aggregation | Dec 30, 2021 | Issued |
Array
(
[id] => 18889442
[patent_doc_number] => 11868212
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-01-09
[patent_title] => Method and device for identifying an application type of unknown data
[patent_app_type] => utility
[patent_app_number] => 17/554581
[patent_app_country] => US
[patent_app_date] => 2021-12-17
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 6
[patent_figures_cnt] => 6
[patent_no_of_words] => 9193
[patent_no_of_claims] => 16
[patent_no_of_ind_claims] => 2
[patent_words_short_claim] => 259
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17554581
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/554581 | Method and device for identifying an application type of unknown data | Dec 16, 2021 | Issued |
Array
(
[id] => 18889642
[patent_doc_number] => 11868412
[patent_country] => US
[patent_kind] => B1
[patent_issue_date] => 2024-01-09
[patent_title] => Data enrichment systems and methods for abbreviated domain name classification
[patent_app_type] => utility
[patent_app_number] => 17/530931
[patent_app_country] => US
[patent_app_date] => 2021-11-19
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 7
[patent_figures_cnt] => 8
[patent_no_of_words] => 7464
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 194
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17530931
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/530931 | Data enrichment systems and methods for abbreviated domain name classification | Nov 18, 2021 | Issued |
Array
(
[id] => 18720243
[patent_doc_number] => 11797589
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2023-10-24
[patent_title] => Reducing overcollection of unstructured data
[patent_app_type] => utility
[patent_app_number] => 17/528758
[patent_app_country] => US
[patent_app_date] => 2021-11-17
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 6
[patent_figures_cnt] => 6
[patent_no_of_words] => 6475
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 171
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17528758
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/528758 | Reducing overcollection of unstructured data | Nov 16, 2021 | Issued |
Array
(
[id] => 17446495
[patent_doc_number] => 20220067000
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-03-03
[patent_title] => CONSTRUCTING A DATABASE OF VERIFIED INDIVIDUALS
[patent_app_type] => utility
[patent_app_number] => 17/525472
[patent_app_country] => US
[patent_app_date] => 2021-11-12
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 12843
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => 0
[patent_words_short_claim] => 298
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17525472
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/525472 | CONSTRUCTING A DATABASE OF VERIFIED INDIVIDUALS | Nov 11, 2021 | Abandoned |
Array
(
[id] => 17598010
[patent_doc_number] => 20220147584
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-05-12
[patent_title] => Automatically separating claim into elements/limitations and automatically finding art for each element/limitation
[patent_app_type] => utility
[patent_app_number] => 17/508959
[patent_app_country] => US
[patent_app_date] => 2021-10-22
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 7922
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -4
[patent_words_short_claim] => 2
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17508959
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/508959 | Automatically separating claim into elements/limitations and automatically finding art for each element/limitation | Oct 21, 2021 | Issued |
Array
(
[id] => 17387974
[patent_doc_number] => 20220035826
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-02-03
[patent_title] => GENERATING PERSONALIZED USER RECOMMENDATIONS USING WORD VECTORS
[patent_app_type] => utility
[patent_app_number] => 17/501855
[patent_app_country] => US
[patent_app_date] => 2021-10-14
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 8726
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 116
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17501855
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/501855 | Generating personalized user recommendations using word vectors | Oct 13, 2021 | Issued |