Search

Luis A. Sitiriche

Examiner (ID: 15997, Phone: (571)270-1316 , Office: P/2122 )

Most Active Art Unit
2122
Art Unit(s)
2129, 2126, 2122
Total Applications
535
Issued Applications
396
Pending Applications
46
Abandoned Applications
104

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20764703 [patent_doc_number] => 20260161688 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-06-11 [patent_title] => AUTOMATED EXPERIMENTATION AND EVALUATION OF MACHINE LEARNING SOLUTIONS [patent_app_type] => utility [patent_app_number] => 19/412504 [patent_app_country] => US [patent_app_date] => 2025-12-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11227 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -19 [patent_words_short_claim] => 66 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19412504 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/412504
AUTOMATED EXPERIMENTATION AND EVALUATION OF MACHINE LEARNING SOLUTIONS Dec 7, 2025 Pending
Array ( [id] => 20461342 [patent_doc_number] => 20260010771 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-01-08 [patent_title] => GENERATIVE ARTIFICIAL INTELLIGENCE MODEL SAFETY [patent_app_type] => utility [patent_app_number] => 19/329394 [patent_app_country] => US [patent_app_date] => 2025-09-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 2457 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 82 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19329394 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/329394
GENERATIVE ARTIFICIAL INTELLIGENCE MODEL SAFETY Sep 14, 2025 Pending
Array ( [id] => 20351860 [patent_doc_number] => 20250348712 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-11-13 [patent_title] => SYSTEM, NETWORK AND METHOD FOR SELECTIVE ACTIVATION OF A COMPUTING NETWORK [patent_app_type] => utility [patent_app_number] => 19/273417 [patent_app_country] => US [patent_app_date] => 2025-07-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 2665 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -19 [patent_words_short_claim] => 60 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19273417 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/273417
SYSTEM, NETWORK AND METHOD FOR SELECTIVE ACTIVATION OF A COMPUTING NETWORK Jul 17, 2025 Abandoned
Array ( [id] => 20461373 [patent_doc_number] => 20260010802 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-01-08 [patent_title] => COMPUTATIONALLY EFFICIENT FRAMEWORK FOR SEQUENCE-TO-SEQUENCE MODELING AND REINFORCEMENT LEARNING WITH DEEP HISTORY [patent_app_type] => utility [patent_app_number] => 19/257909 [patent_app_country] => US [patent_app_date] => 2025-07-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14667 [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] => 19257909 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/257909
Computationally efficient framework for sequence-to-sequence modeling and reinforcement learning with deep history Jul 1, 2025 Issued
Array ( [id] => 20828640 [patent_doc_number] => 12682211 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-07-14 [patent_title] => Optimizing key value cache for large language model inference [patent_app_type] => utility [patent_app_number] => 19/191984 [patent_app_country] => US [patent_app_date] => 2025-04-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 3 [patent_figures_cnt] => 4 [patent_no_of_words] => 0 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 246 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19191984 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/191984
Optimizing key value cache for large language model inference Apr 27, 2025 Issued
Array ( [id] => 20782195 [patent_doc_number] => 20260170392 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-06-18 [patent_title] => Training AI Models with Synthetic and Real-World Filmmaking Data [patent_app_type] => utility [patent_app_number] => 18/959354 [patent_app_country] => US [patent_app_date] => 2024-11-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 35159 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [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] => 18959354 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/959354
Training AI Models with Synthetic and Real-World Filmmaking Data Nov 24, 2024 Pending
Array ( [id] => 19726878 [patent_doc_number] => 20250029629 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-01-23 [patent_title] => PRE-TRAINED MACHINE LEARNING MODELS FOR REAL-TIME SPEECH FORM CONVERSION [patent_app_type] => utility [patent_app_number] => 18/775232 [patent_app_country] => US [patent_app_date] => 2024-07-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11153 [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] => 18775232 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/775232
Pre-trained machine learning models for real- time speech form conversion Jul 16, 2024 Issued
Array ( [id] => 19740352 [patent_doc_number] => 12217188 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-02-04 [patent_title] => Method and device for user grouping and resource allocation in NOMA-MEC system based [patent_app_type] => utility [patent_app_number] => 18/637313 [patent_app_country] => US [patent_app_date] => 2024-04-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 2 [patent_figures_cnt] => 2 [patent_no_of_words] => 5363 [patent_no_of_claims] => 2 [patent_no_of_ind_claims] => 1 [patent_words_short_claim] => 1758 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18637313 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/637313
Method and device for user grouping and resource allocation in NOMA-MEC system based Apr 15, 2024 Issued
Array ( [id] => 20131397 [patent_doc_number] => 12373712 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-07-29 [patent_title] => Artificial intelligence model inference and tuning peer-to-peer network system [patent_app_type] => utility [patent_app_number] => 18/412698 [patent_app_country] => US [patent_app_date] => 2024-01-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 14 [patent_figures_cnt] => 14 [patent_no_of_words] => 7617 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 215 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18412698 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/412698
Artificial intelligence model inference and tuning peer-to-peer network system Jan 14, 2024 Issued
Array ( [id] => 19523236 [patent_doc_number] => 12124967 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2024-10-22 [patent_title] => Apparatus and method for generating a solution [patent_app_type] => utility [patent_app_number] => 18/402361 [patent_app_country] => US [patent_app_date] => 2024-01-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 8 [patent_figures_cnt] => 8 [patent_no_of_words] => 22965 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 224 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18402361 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/402361
Apparatus and method for generating a solution Jan 1, 2024 Issued
Array ( [id] => 19053561 [patent_doc_number] => 20240095530 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-03-21 [patent_title] => SYSTEMS AND METHODS FOR AUTOMATED RESERVATION REBOOKING [patent_app_type] => utility [patent_app_number] => 18/521722 [patent_app_country] => US [patent_app_date] => 2023-11-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 18375 [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] => 18521722 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/521722
SYSTEMS AND METHODS FOR AUTOMATED RESERVATION REBOOKING Nov 27, 2023 Pending
Array ( [id] => 19950494 [patent_doc_number] => 12321860 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2025-06-03 [patent_title] => System, network and method for selective activation of a computing network involving super-imposable stochastic graphs [patent_app_type] => utility [patent_app_number] => 18/514467 [patent_app_country] => US [patent_app_date] => 2023-11-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 13 [patent_no_of_words] => 6027 [patent_no_of_claims] => 25 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 229 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18514467 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/514467
System, network and method for selective activation of a computing network involving super-imposable stochastic graphs Nov 19, 2023 Issued
Array ( [id] => 20144279 [patent_doc_number] => 12378610 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2025-08-05 [patent_title] => Systems and methods for preprocessing target data and generating predictions using a machine learning model [patent_app_type] => utility [patent_app_number] => 18/506690 [patent_app_country] => US [patent_app_date] => 2023-11-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 7 [patent_figures_cnt] => 8 [patent_no_of_words] => 13360 [patent_no_of_claims] => 19 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 118 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18506690 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/506690
Systems and methods for preprocessing target data and generating predictions using a machine learning model Nov 9, 2023 Issued
Array ( [id] => 18811218 [patent_doc_number] => 20230385554 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-30 [patent_title] => SUPERVISED MACHINE LEARNING FOR AUTOMATED ASSISTANTS [patent_app_type] => utility [patent_app_number] => 18/233674 [patent_app_country] => US [patent_app_date] => 2023-08-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6513 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 200 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18233674 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/233674
SUPERVISED MACHINE LEARNING FOR AUTOMATED ASSISTANTS Aug 13, 2023 Pending
Array ( [id] => 18471845 [patent_doc_number] => 20230206131 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-29 [patent_title] => CLUSTERING ANALYSIS FOR DEDUPLICATION OF TRAINING SET SAMPLES FOR MACHINE LEARNING BASED COMPUTER THREAT ANALYSIS [patent_app_type] => utility [patent_app_number] => 18/179248 [patent_app_country] => US [patent_app_date] => 2023-03-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6121 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 143 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18179248 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/179248
CLUSTERING ANALYSIS FOR DEDUPLICATION OF TRAINING SET SAMPLES FOR MACHINE LEARNING BASED COMPUTER THREAT ANALYSIS Mar 5, 2023 Pending
Array ( [id] => 19268075 [patent_doc_number] => 20240211779 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-06-27 [patent_title] => MACHINE LEARNING TECHNIQUES FOR MAINTAINING OPTIMUM NUMBER OF RESOURCES FOR DISTRUBUTION TO SELECTED ENTITIES BASED ON NON-CAUSAL INFERENCE [patent_app_type] => utility [patent_app_number] => 18/086751 [patent_app_country] => US [patent_app_date] => 2022-12-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11108 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 295 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18086751 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/086751
MACHINE LEARNING TECHNIQUES FOR MAINTAINING OPTIMUM NUMBER OF RESOURCES FOR DISTRUBUTION TO SELECTED ENTITIES BASED ON NON-CAUSAL INFERENCE Dec 21, 2022 Pending
Array ( [id] => 18320815 [patent_doc_number] => 20230118943 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-04-20 [patent_title] => NEUROMORPHIC SYSTEM AND OPERATING METHOD THEREOF [patent_app_type] => utility [patent_app_number] => 18/081837 [patent_app_country] => US [patent_app_date] => 2022-12-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12711 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [patent_words_short_claim] => 94 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18081837 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/081837
NEUROMORPHIC SYSTEM AND OPERATING METHOD THEREOF Dec 14, 2022 Pending
Array ( [id] => 19129888 [patent_doc_number] => 20240135241 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-25 [patent_title] => INTELLIGENT DEVICE DATA FILTER FOR MACHINE LEARNING [patent_app_type] => utility [patent_app_number] => 18/048610 [patent_app_country] => US [patent_app_date] => 2022-10-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10854 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 157 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18048610 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/048610
INTELLIGENT DEVICE DATA FILTER FOR MACHINE LEARNING Oct 20, 2022 Pending
Array ( [id] => 19129888 [patent_doc_number] => 20240135241 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-04-25 [patent_title] => INTELLIGENT DEVICE DATA FILTER FOR MACHINE LEARNING [patent_app_type] => utility [patent_app_number] => 18/048610 [patent_app_country] => US [patent_app_date] => 2022-10-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10854 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 157 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18048610 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/048610
INTELLIGENT DEVICE DATA FILTER FOR MACHINE LEARNING Oct 19, 2022 Pending
Array ( [id] => 18284793 [patent_doc_number] => 20230100265 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-03-30 [patent_title] => METHODS AND SYSTEMS FOR INTEGRATION OF EXTERNAL CALCULATIONS TO CORE HEURISTIC ALGORITHMS [patent_app_type] => utility [patent_app_number] => 17/952698 [patent_app_country] => US [patent_app_date] => 2022-09-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9857 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 172 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17952698 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/952698
METHODS AND SYSTEMS FOR INTEGRATION OF EXTERNAL CALCULATIONS TO CORE HEURISTIC ALGORITHMS Sep 25, 2022 Pending
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