Listed by the USPTO as SIRJANI, FARIBA
Tech Center 4100 • Art Units: 2626 2659 2695 4100
This examiner grants 75% of resolved cases
Fariba Sirjani operates within Tech Center 4100 and Art Unit 2626. The examiner has a high volume of 573 resolved cases and maintains an allowance rate of 75.4 percent. This suggests a high probability of success for applications assigned to this examiner. The median days to allowance is 999, which is a key metric for applicants planning their patent timelines.
An interview lift of 31.8 percent indicates that direct communication is highly effective, providing a substantial increase over the 75.4 percent baseline allowance rate. Practitioners can use this lift to resolve complex issues and potentially expedite the 999-day median process. Engaging in an interview is a recommended strategy given this measurable benefit.
Top companies such as The Toronto-dominion Bank, NEC Corporation, and JPMorgan Chase Bank, N.A. are frequent participants in this examiner's docket. These organizations are often represented by BANNER & WITCOFF, LTD., DINSMORE & SHOHL LLP, and DORITY & MANNING, P.A. The combination of a 75.4 percent allowance rate and a 31.8 percent interview lift points toward a productive examination environment.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18990784 | GENERATING ADAPTIVE TEXTUAL EXPLANATIONS OF OUTPUT PREDICTED BY TRAINED ARTIFICIAL-INTELLIGENCE PROCESSES | Non-Final OA | The Toronto-Dominion Bank |
| 18736331 | VOICE ASSISTANT SYSTEM BASED ON PARALINGUISTIC ELEMENT OF INPUT SPEECH | Non-Final OA | QUALCOMM Incorporated |
| 18945894 | Hierarchical Audio Generators and Codecs for Enhanced Audio Generation | Non-Final OA | Mitsubishi Electric Research Laboratories, Inc. |
| 18750484 | Systems And Methods For Generative Language Model Database System Action Configuration | Non-Final OA | Salesforce, Inc. |
| 18911403 | VOICE RECOGNITION METHOD, APPARATUS, SYSTEM, ELECTRONIC DEVICE, STORAGE MEDIUM, AND COMPUTER PROGRAM PRODUCT | Final Rejection | Tencent Technology (Shenzhen) Company Limited |
| 19116085 | VOICE DISAMBIGUATION TECHNIQUES IN MEDIA PLAYBACK SYSTEMS | Non-Final OA | Sonos, Inc. |
| 19082060 | IMPLEMENTING CONFIGURATION CHANGES USING LANGUAGE MODELS | Non-Final OA | Cisco Technology, Inc. |
| 18500969 | DATA PROCESSING METHOD, APPARATUS, AND DEVICE | Final Rejection | Alipay (Hangzhou) Information Technology Co., Ltd. |
| 18778943 | SYSTEM AND METHOD OF ARTIFICIAL INTELLIGENCE PRODUCTIVITY TOOL ORCHESTRATING PERFORMANCE OF USER-REQUESTED AI PRODUCTIVITY TOOL ENABLEABLE SOFTWARE APPLICATION CAPABILITIES | Final Rejection | Dell Products LP |
| 18946080 | AUGMENTING FUNCTIONALITY OF GENERATIVE LANGUAGE MODELS USING A HYBRID ATTENTION METHOD | Non-Final OA | Adobe Inc. |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy75.4% of resolved applications examined by Fariba Sirjani were allowed (573 resolved cases), compared with 68.8% across Art Unit 2626 over the last five years.
This examiner's interview lift is +31.8 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Fariba Sirjani took 999 days on average from filing to allowance.
Fariba Sirjani examines applications in Art Unit 2626 in Tech Center 4100.
