Search

Debbie M. Le

Examiner (ID: 12392, Phone: (571)272-4111 , Office: P/2168 )

Most Active Art Unit
2168
Art Unit(s)
2168, 2177, 2161, 2167, 2758
Total Applications
1264
Issued Applications
1063
Pending Applications
86
Abandoned Applications
135

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20752084 [patent_doc_number] => 20260154312 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-06-04 [patent_title] => INFORMATION PROCESSING SYSTEM [patent_app_type] => utility [patent_app_number] => 19/297170 [patent_app_country] => US [patent_app_date] => 2025-08-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 0 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -2 [patent_words_short_claim] => 87 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19297170 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/297170
INFORMATION PROCESSING SYSTEM Aug 11, 2025 Pending
Array ( [id] => 20380684 [patent_doc_number] => 20250363177 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-11-27 [patent_title] => RECOMMENDATION METHOD AND APPARATUS, TRAINING METHOD AND APPARATUS, DEVICE, AND RECOMMENDATION SYSTEM [patent_app_type] => utility [patent_app_number] => 19/296537 [patent_app_country] => US [patent_app_date] => 2025-08-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11910 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 131 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19296537 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/296537
RECOMMENDATION METHOD AND APPARATUS, TRAINING METHOD AND APPARATUS, DEVICE, AND RECOMMENDATION SYSTEM Aug 10, 2025 Pending
Array ( [id] => 20290219 [patent_doc_number] => 20250315462 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-10-09 [patent_title] => INFORMATION PROCESSING METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM [patent_app_type] => utility [patent_app_number] => 19/245143 [patent_app_country] => US [patent_app_date] => 2025-06-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5380 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 133 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19245143 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/245143
INFORMATION PROCESSING METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM Jun 19, 2025 Pending
Array ( [id] => 20428442 [patent_doc_number] => 20250390535 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-12-25 [patent_title] => SMART GRAPH-BASED DOCUMENT GENERATION [patent_app_type] => utility [patent_app_number] => 19/243575 [patent_app_country] => US [patent_app_date] => 2025-06-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6620 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [patent_words_short_claim] => 72 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19243575 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/243575
SMART GRAPH-BASED DOCUMENT GENERATION Jun 18, 2025 Pending
Array ( [id] => 20234543 [patent_doc_number] => 20250291862 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-09-18 [patent_title] => Visual and Audio Multimodal Searching System [patent_app_type] => utility [patent_app_number] => 19/225978 [patent_app_country] => US [patent_app_date] => 2025-06-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8077 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [patent_words_short_claim] => 117 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19225978 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/225978
Visual and Audio Multimodal Searching System Jun 1, 2025 Pending
Array ( [id] => 20221738 [patent_doc_number] => 20250284669 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-09-11 [patent_title] => SHARED HIERARCHICAL DATA DESIGN MODEL FOR TRANSFERRING DATA WITHIN DISTRIBUTED SYSTEMS [patent_app_type] => utility [patent_app_number] => 19/217361 [patent_app_country] => US [patent_app_date] => 2025-05-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6691 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 107 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19217361 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/217361
SHARED HIERARCHICAL DATA DESIGN MODEL FOR TRANSFERRING DATA WITHIN DISTRIBUTED SYSTEMS May 22, 2025 Pending
Array ( [id] => 20208696 [patent_doc_number] => 20250278416 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-09-04 [patent_title] => METHODS AND SYSTEMS FOR MODIFYING A SEARCH RESULT [patent_app_type] => utility [patent_app_number] => 19/212184 [patent_app_country] => US [patent_app_date] => 2025-05-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7341 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -24 [patent_words_short_claim] => 72 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19212184 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/212184
METHODS AND SYSTEMS FOR MODIFYING A SEARCH RESULT May 18, 2025 Pending
Array ( [id] => 20195593 [patent_doc_number] => 20250272303 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-08-28 [patent_title] => METHODS AND SYSTEMS FOR PROVIDING AN ENHANCED RESPONSE TO A QUERY IN AN IOT ENVIRONMENT [patent_app_type] => utility [patent_app_number] => 19/207725 [patent_app_country] => US [patent_app_date] => 2025-05-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14482 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 121 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19207725 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/207725
METHODS AND SYSTEMS FOR PROVIDING AN ENHANCED RESPONSE TO A QUERY IN AN IOT ENVIRONMENT May 13, 2025 Pending
Array ( [id] => 20310964 [patent_doc_number] => 20250328593 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-10-23 [patent_title] => TECHNIQUES FOR PRESENTING CONTENT TO A USER BASED ON THE USER'S PREFERENCES [patent_app_type] => utility [patent_app_number] => 19/198905 [patent_app_country] => US [patent_app_date] => 2025-05-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 16612 [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] => 19198905 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/198905
TECHNIQUES FOR PRESENTING CONTENT TO A USER BASED ON THE USER'S PREFERENCES May 4, 2025 Pending
Array ( [id] => 20152306 [patent_doc_number] => 20250252144 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-08-07 [patent_title] => MACHINE-LEARNED NEWS AGGREGATION AND SERVING [patent_app_type] => utility [patent_app_number] => 19/188380 [patent_app_country] => US [patent_app_date] => 2025-04-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4654 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 171 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19188380 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/188380
MACHINE-LEARNED NEWS AGGREGATION AND SERVING Apr 23, 2025 Pending
Array ( [id] => 20290177 [patent_doc_number] => 20250315420 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-10-09 [patent_title] => METHOD FOR BUILDING DATABASE FOR RETRIEVAL-AUGMENTED GENERATION INTERLINKED WITH GENERATIVE ARTIFICIAL INTELLIGENCE AND APPARATUS THEREFOR [patent_app_type] => utility [patent_app_number] => 19/169470 [patent_app_country] => US [patent_app_date] => 2025-04-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 2250 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 76 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19169470 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/169470
METHOD FOR BUILDING DATABASE FOR RETRIEVAL-AUGMENTED GENERATION INTERLINKED WITH GENERATIVE ARTIFICIAL INTELLIGENCE AND APPARATUS THEREFOR Apr 2, 2025 Pending
Array ( [id] => 20027305 [patent_doc_number] => 20250165527 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-05-22 [patent_title] => Audiovisual content curation system [patent_app_type] => utility [patent_app_number] => 19/029473 [patent_app_country] => US [patent_app_date] => 2025-01-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11536 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 137 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19029473 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/029473
Audiovisual content curation system Jan 16, 2025 Issued
Array ( [id] => 20009742 [patent_doc_number] => 20250147964 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-05-08 [patent_title] => METHOD AND SYSTEM FOR PROCESSING LARGE AMOUNTS OF REAL WORLD EVIDENCE [patent_app_type] => utility [patent_app_number] => 19/015075 [patent_app_country] => US [patent_app_date] => 2025-01-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7067 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [patent_words_short_claim] => 110 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19015075 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/015075
METHOD AND SYSTEM FOR PROCESSING LARGE AMOUNTS OF REAL WORLD EVIDENCE Jan 8, 2025 Pending
Array ( [id] => 20102052 [patent_doc_number] => 20250231988 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-07-17 [patent_title] => CAUSALITY SEARCH SYSTEM AND STORAGE MEDIUM [patent_app_type] => utility [patent_app_number] => 19/001682 [patent_app_country] => US [patent_app_date] => 2024-12-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 0 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -5 [patent_words_short_claim] => 190 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19001682 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/001682
CAUSALITY SEARCH SYSTEM AND STORAGE MEDIUM Dec 25, 2024 Pending
Array ( [id] => 20897976 [patent_doc_number] => 12705243 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-08-11 [patent_title] => Plan cache hydration for database systems [patent_app_type] => utility [patent_app_number] => 18/991203 [patent_app_country] => US [patent_app_date] => 2024-12-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 0 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 220 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18991203 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/991203
PLAN CACHE HYDRATION FOR DATABASE SYSTEMS Dec 19, 2024 Pending
Array ( [id] => 20095253 [patent_doc_number] => 20250225189 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-07-10 [patent_title] => GUIDED WEB CRAWLER FOR AUTOMATED IDENTIFICATION AND VERIFICATION OF WEBPAGE RESOURCES [patent_app_type] => utility [patent_app_number] => 18/984605 [patent_app_country] => US [patent_app_date] => 2024-12-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6974 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 18984605 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/984605
Guided web crawler for automated identification and verification of webpage resources Dec 16, 2024 Issued
Array ( [id] => 19878693 [patent_doc_number] => 20250110950 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-04-03 [patent_title] => RENDERING A SERVICE GRAPH TO ILLUSTRATE PAGE PROVIDER DEPENDENCIES AT AN AGGREGATE LEVEL [patent_app_type] => utility [patent_app_number] => 18/978988 [patent_app_country] => US [patent_app_date] => 2024-12-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 36766 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 102 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18978988 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/978988
RENDERING A SERVICE GRAPH TO ILLUSTRATE PAGE PROVIDER DEPENDENCIES AT AN AGGREGATE LEVEL Dec 11, 2024 Pending
Array ( [id] => 20732124 [patent_doc_number] => 12639383 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-05-26 [patent_title] => Presenting related content while browsing and searching content [patent_app_type] => utility [patent_app_number] => 18/963347 [patent_app_country] => US [patent_app_date] => 2024-11-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 23 [patent_figures_cnt] => 23 [patent_no_of_words] => 6825 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 184 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18963347 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/963347
Presenting related content while browsing and searching content Nov 26, 2024 Issued
Array ( [id] => 20461133 [patent_doc_number] => 20260010561 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-01-08 [patent_title] => CLUSTERING TERMS USING MACHINE LEARNING MODELS [patent_app_type] => utility [patent_app_number] => 18/952884 [patent_app_country] => US [patent_app_date] => 2024-11-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6910 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 84 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18952884 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/952884
CLUSTERING TERMS USING MACHINE LEARNING MODELS Nov 18, 2024 Abandoned
Array ( [id] => 20018236 [patent_doc_number] => 20250156458 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-05-15 [patent_title] => EFFICIENT RAG MODEL FOR MEDICAL APPLICATIONS [patent_app_type] => utility [patent_app_number] => 18/946726 [patent_app_country] => US [patent_app_date] => 2024-11-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 1157 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 76 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18946726 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/946726
EFFICIENT RAG MODEL FOR MEDICAL APPLICATIONS Nov 12, 2024 Pending
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