Search

Marina Lee

Examiner (ID: 6010, Phone: (571)270-1648 , Office: P/2192 )

Most Active Art Unit
2192
Art Unit(s)
2192, 2198, 2197
Total Applications
816
Issued Applications
667
Pending Applications
56
Abandoned Applications
104

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20570485 [patent_doc_number] => 20260064409 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-03-05 [patent_title] => GENERATIVE MODELS FOR REFACTORING SOFTWARE PROGRAMS [patent_app_type] => utility [patent_app_number] => 19/385926 [patent_app_country] => US [patent_app_date] => 2025-11-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8491 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 118 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19385926 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/385926
GENERATIVE MODELS FOR REFACTORING SOFTWARE PROGRAMS Nov 10, 2025 Pending
Array ( [id] => 20460939 [patent_doc_number] => 20260010367 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-01-08 [patent_title] => REFACTORING LEGACY SOFTWARE USING SYNTAX TREES REPRESENTING SOURCE CODE [patent_app_type] => utility [patent_app_number] => 19/330624 [patent_app_country] => US [patent_app_date] => 2025-09-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5967 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 115 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19330624 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/330624
REFACTORING LEGACY SOFTWARE USING SYNTAX TREES REPRESENTING SOURCE CODE Sep 15, 2025 Pending
Array ( [id] => 20474828 [patent_doc_number] => 20260017049 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-01-15 [patent_title] => ARTIFICIAL INTELLIGENCE MODELS FOR REFACTORING SOFTWARE PROGRAMS [patent_app_type] => utility [patent_app_number] => 19/330451 [patent_app_country] => US [patent_app_date] => 2025-09-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5967 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 156 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19330451 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/330451
ARTIFICIAL INTELLIGENCE MODELS FOR REFACTORING SOFTWARE PROGRAMS Sep 15, 2025 Pending
Array ( [id] => 20046091 [patent_doc_number] => 20250184313 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-06-05 [patent_title] => CYPHERGENICS-ENABLED DIGITAL ECOSYSTEMS AND CYPHERGENICS-ENABLED DIGITAL SIGNATURES [patent_app_type] => utility [patent_app_number] => 19/042367 [patent_app_country] => US [patent_app_date] => 2025-01-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 105262 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 306 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19042367 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/042367
Cyphergenics-enabled digital ecosystems and cyphergenics-enabled digital signatures Jan 30, 2025 Issued
Array ( [id] => 20395254 [patent_doc_number] => 20250370729 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-12-04 [patent_title] => SOFTWARE DEVELOPMENT AGENT THAT LEVERAGES APPLICATION BEHAVIORAL MODELS [patent_app_type] => utility [patent_app_number] => 18/893257 [patent_app_country] => US [patent_app_date] => 2024-09-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6470 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 284 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18893257 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/893257
SOFTWARE DEVELOPMENT AGENT THAT LEVERAGES APPLICATION BEHAVIORAL MODELS Sep 22, 2024 Pending
Array ( [id] => 20601815 [patent_doc_number] => 20260079825 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-03-19 [patent_title] => METHODS AND SYSTEMS FOR CHAOS TESTING [patent_app_type] => utility [patent_app_number] => 18/886848 [patent_app_country] => US [patent_app_date] => 2024-09-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 2122 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [patent_words_short_claim] => 142 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18886848 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/886848
METHODS AND SYSTEMS FOR CHAOS TESTING Sep 15, 2024 Pending
Array ( [id] => 19644904 [patent_doc_number] => 20240419424 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-12-19 [patent_title] => SMART IMAGE REGISTRIES FOR DYNAMIC IMAGE GENERATION [patent_app_type] => utility [patent_app_number] => 18/819176 [patent_app_country] => US [patent_app_date] => 2024-08-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7499 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 92 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18819176 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/819176
SMART IMAGE REGISTRIES FOR DYNAMIC IMAGE GENERATION Aug 28, 2024 Pending
Array ( [id] => 19771975 [patent_doc_number] => 20250053401 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-02-13 [patent_title] => CLIENT APPLICATION WITH EMBEDDED SERVER [patent_app_type] => utility [patent_app_number] => 18/811467 [patent_app_country] => US [patent_app_date] => 2024-08-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9040 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 166 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18811467 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/811467
CLIENT APPLICATION WITH EMBEDDED SERVER Aug 20, 2024 Pending
Array ( [id] => 20556931 [patent_doc_number] => 20260056716 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-02-26 [patent_title] => FRAMEWORK-AGNOSTIC PLUGGABLE WEB-APPLICATION ARCHITECTURE FOR LOW-CODE DEVELOPMENT [patent_app_type] => utility [patent_app_number] => 18/809878 [patent_app_country] => US [patent_app_date] => 2024-08-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4470 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 210 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18809878 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/809878
FRAMEWORK-AGNOSTIC PLUGGABLE WEB-APPLICATION ARCHITECTURE FOR LOW-CODE DEVELOPMENT Aug 19, 2024 Pending
Array ( [id] => 19603150 [patent_doc_number] => 20240394030 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-11-28 [patent_title] => DERIVING A CONTAINER FROM A PACKAGE SET [patent_app_type] => utility [patent_app_number] => 18/795794 [patent_app_country] => US [patent_app_date] => 2024-08-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7369 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 98 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18795794 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/795794
DERIVING A CONTAINER FROM A PACKAGE SET Aug 5, 2024 Pending
Array ( [id] => 20513151 [patent_doc_number] => 20260037252 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-02-05 [patent_title] => VIRTUAL SLOT FOR FIRMWARE IMAGE [patent_app_type] => utility [patent_app_number] => 18/790892 [patent_app_country] => US [patent_app_date] => 2024-07-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 1126 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 92 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18790892 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/790892
VIRTUAL SLOT FOR FIRMWARE IMAGE Jul 30, 2024 Pending
Array ( [id] => 19653449 [patent_doc_number] => 12175241 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2024-12-24 [patent_title] => Machine learning-based universal software component identification [patent_app_type] => utility [patent_app_number] => 18/780334 [patent_app_country] => US [patent_app_date] => 2024-07-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 2 [patent_figures_cnt] => 2 [patent_no_of_words] => 4060 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 120 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18780334 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/780334
Machine learning-based universal software component identification Jul 21, 2024 Issued
Array ( [id] => 19848787 [patent_doc_number] => 20250094138 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-03-20 [patent_title] => LLM FINE-TUNING FOR CODE GENERATION [patent_app_type] => utility [patent_app_number] => 18/743866 [patent_app_country] => US [patent_app_date] => 2024-06-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17466 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 132 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18743866 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/743866
LLM FINE-TUNING FOR CODE GENERATION Jun 13, 2024 Pending
Array ( [id] => 20408770 [patent_doc_number] => 20250377879 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-12-11 [patent_title] => MANAGING UPDATES AT A CLIENT INFORMATION HANDLING SYSTEM [patent_app_type] => utility [patent_app_number] => 18/735406 [patent_app_country] => US [patent_app_date] => 2024-06-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 2209 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 221 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18735406 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/735406
MANAGING UPDATES AT A CLIENT INFORMATION HANDLING SYSTEM Jun 5, 2024 Pending
Array ( [id] => 19633075 [patent_doc_number] => 20240411524 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-12-12 [patent_title] => SYSTEM DESIGN DEVICE, SYSTEM DESIGN METHOD, AND NON-TRANSITORY STORAGE MEDIUM [patent_app_type] => utility [patent_app_number] => 18/732722 [patent_app_country] => US [patent_app_date] => 2024-06-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11353 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -5 [patent_words_short_claim] => 167 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18732722 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/732722
SYSTEM DESIGN DEVICE, SYSTEM DESIGN METHOD, AND NON-TRANSITORY STORAGE MEDIUM Jun 3, 2024 Pending
Array ( [id] => 20323252 [patent_doc_number] => 20250335340 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-10-30 [patent_title] => METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR SELECTING TEST CASES [patent_app_type] => utility [patent_app_number] => 18/733416 [patent_app_country] => US [patent_app_date] => 2024-06-04 [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] => -17 [patent_words_short_claim] => 88 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18733416 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/733416
METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR SELECTING TEST CASES Jun 3, 2024 Pending
Array ( [id] => 20030009 [patent_doc_number] => 20250168231 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-05-22 [patent_title] => Managing In-Vehicle Ecosystems [patent_app_type] => utility [patent_app_number] => 18/733630 [patent_app_country] => US [patent_app_date] => 2024-06-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 34849 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [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] => 18733630 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/733630
Managing In-Vehicle Ecosystems Jun 3, 2024 Abandoned
Array ( [id] => 20395252 [patent_doc_number] => 20250370727 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-12-04 [patent_title] => SYSTEMS, DEVICES, AND METHODS FOR CREATING, DEPLOYING, AND INTEGRATING PLUGINS WITH LARGE LANGUAGE MODEL APPLICATIONS [patent_app_type] => utility [patent_app_number] => 18/731995 [patent_app_country] => US [patent_app_date] => 2024-06-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7347 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [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] => 18731995 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/731995
SYSTEMS, DEVICES, AND METHODS FOR CREATING, DEPLOYING, AND INTEGRATING PLUGINS WITH LARGE LANGUAGE MODEL APPLICATIONS Jun 2, 2024 Pending
Array ( [id] => 20249852 [patent_doc_number] => 20250298721 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-09-25 [patent_title] => GENERATIVE AI-BASED TOOL FOR DEBUG [patent_app_type] => utility [patent_app_number] => 18/731139 [patent_app_country] => US [patent_app_date] => 2024-05-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8565 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 161 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18731139 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/731139
GENERATIVE AI-BASED TOOL FOR DEBUG May 30, 2024 Pending
Array ( [id] => 19588396 [patent_doc_number] => 20240385953 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-11-21 [patent_title] => RESOURCE-OPTIMIZED PARAMETER VARIATION OF SCENARIOS [patent_app_type] => utility [patent_app_number] => 18/667582 [patent_app_country] => US [patent_app_date] => 2024-05-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3761 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -9 [patent_words_short_claim] => 98 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18667582 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/667582
RESOURCE-OPTIMIZED PARAMETER VARIATION OF SCENARIOS May 16, 2024 Pending
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