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◈ USPTO PATENT EXAMINER STATISTICS

Examiner Omar F Fernandez Rivas

TECH CENTER 2100 · 3 ART UNITS · 408 DECIDED APPLICATIONS · LAST ACTION JUN 2026
ALLOWANCE RATE = SHARE OF DECIDED APPLICATIONS (ALLOWED + ABANDONED); PENDING EXCLUDED
OVERALL ALLOWANCE RATE · POOLED ACROSS 3 ART UNITS
67%vs 59% weighted peer average+8 pts

Examiner Omar F Fernandez Rivas has allowed 272 of 408 decided applications in Computer Architecture, Software, and Information Security.

allowed272abandoned136pending15· pending excluded from the rate
The weighted peer average (59%) is each art unit's average below, weighted by this examiner's applications in it (3 art units).
DATA UPDATED JULY 14, 2026
AU 2129 · 70%AU 2128 · 48%AU 2122 · 83%
// READING THIS EXAMINER

What the data says.

Omar F Fernandez Rivas maintains a pooled allowance rate of 67% across hundreds of decided applications in Technology Center 2100 (Computer Architecture, Software, and Information Security). His record spans 3 art units. The allowance rate—computed as allowed applications divided by all decided (allowed and abandoned) applications—reflects outcomes across this examiner's entire decided portfolio. Allowance rates vary across individual art units within this examiner's practice, ranging from 48% to 83%. This range describes the dispersion of allowance rates among the art units where this examiner maintains a substantial record. The pooled figure aggregates these separate rates and does not predict the outcome of any individual application.

// HOW TO READ THESE NUMBERS

How to read these numbers.

A pooled record aggregates an examiner's decisions across multiple art units into a single overall allowance rate. This figure describes past outcomes on decided applications and is not a prediction of the outcome of any specific application pending before the examiner. The range shown reflects variation in allowance rates among the art units where the examiner works; the pooled rate is the aggregate across all those units combined. Individual applications may fall into different art units and face different substantive law and examination patterns.

These are aggregate statistics from this examiner's past public record — not predictions about any specific application. The per-art-unit figures below show how the record varies across art units. Our approach to patent prosecution →

// BY ART UNIT

The record, art unit by art unit.

Each section benchmarks this examiner against that art unit's average. Figures are this examiner's own public record within the art unit; the overall rate above pools them.

◈ PRIMARY · ART UNIT 2129
200 APPS · 70% ALLOWANCE

Primarily examines neural-network / biological-model computing, and machine learning.

70% allowance (of decided)▏ art-unit average 65%
DISPOSITION140 / 60 / 0allowed / abandoned / pending
FIRST ACTION27.5 moart unit avg 28.5 mo
TOTAL PENDENCY45.1 moart unit avg 42.3 mo
// REJECTION PROFILE
REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

Grounds can co-occur, so the four don't sum to 100%. The art-unit figure is the unweighted mean across examiners in the art unit; §102 and §112 carry no art-unit benchmark.

§101 — Subject-matter eligibility63%art unit 62%+1 pt
§102 — Anticipation (novelty)50%no art-unit benchmark
§103 — Obviousness38%art unit 76%38 pts
§112 — Written description & definiteness25%no art-unit benchmark
// INTERVIEW SPLIT

Allowance rate for applications with an examiner interview versus without one.

WITH INTERVIEW74%allowance share
WITHOUT INTERVIEW68%+6 pt difference

A correlation, not proof that interviews cause allowances. Based on 61 decided applications with an interview and 139 without.

ART UNIT 2128
131 APPS · 48% ALLOWANCE

Primarily examines machine learning, and neural-network / biological-model computing.

48% allowance (of decided)▏ art-unit average 53%
DISPOSITION56 / 60 / 15allowed / abandoned / pending
FIRST ACTION29.3 moart unit avg 30 mo
TOTAL PENDENCY49.5 moart unit avg 46.5 mo
// REJECTION PROFILE
REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

Grounds can co-occur, so the four don't sum to 100%. The art-unit figure is the unweighted mean across examiners in the art unit; §102 and §112 carry no art-unit benchmark.

§101 — Subject-matter eligibility71%art unit 66%+5 pts
§102 — Anticipation (novelty)72%no art-unit benchmark
§103 — Obviousness75%art unit 84%9 pts
§112 — Written description & definiteness53%no art-unit benchmark
// INTERVIEW SPLIT

Allowance rate for applications with an examiner interview versus without one.

WITH INTERVIEW35%allowance share
WITHOUT INTERVIEW52%-17 pt difference

A correlation, not proof that interviews cause allowances. Based on 26 decided applications with an interview and 90 without.

ART UNIT 2122
92 APPS · 83% ALLOWANCE

Primarily examines neural-network / biological-model computing, and machine learning.

83% allowance (of decided)▏ art-unit average 55%
DISPOSITION76 / 16 / 0allowed / abandoned / pending
FIRST ACTION28.9 moart unit avg 27.2 mo
TOTAL PENDENCY41.3 moart unit avg 39.3 mo
// REJECTION PROFILE
REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

Grounds can co-occur, so the four don't sum to 100%. The art-unit figure is the unweighted mean across examiners in the art unit; §102 and §112 carry no art-unit benchmark.

§101 — Subject-matter eligibility67%art unit 55%+12 pts
§102 — Anticipation (novelty)57%no art-unit benchmark
§103 — Obviousness48%art unit 83%35 pts
§112 — Written description & definiteness28%no art-unit benchmark
// FAQ

Questions about Examiner Omar F Fernandez Rivas

  • What is Omar F Fernandez Rivas's overall allowance rate?
    67% across hundreds of decided applications pooled across all art units in TC 2100.
  • How many art units does this examiner work in?
    3 art units: 2122, 2128, and 2129.
  • What is the range of allowance rates across this examiner's art units?
    Allowance rates range from 48% to 83% across these art units, reflecting variation in outcomes by art unit.
  • Does the pooled allowance rate predict my application's outcome?
    No. The pooled rate describes past decided applications and is not a prediction of any specific application's outcome.
◈ HOW LYNCH LLP CAN HELP

Where to go next.

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METHODOLOGY & DISCLOSURES

Methodology. This page pools every art unit in which Examiner Omar F Fernandez Rivas has a public record within Technology Center 2100. Statistics are computed from publicly available USPTO records, refreshed on a recurring schedule. This page's data was last updated July 14, 2026. The overall allowance rate is total allowed divided by total decided applications (allowed plus abandoned) across all art units — not an average of the per-art-unit rates; pending applications are excluded. Figures are rounded for display. Pooled sample: 423 applications.

Rejection rates. Each §-rate is the share of this examiner's applications that drew at least one office-action rejection in which that statutory ground appears; applications with no rejection on record are excluded, and because grounds can co-occur the four do not sum to 100%. The art-unit figure beside each is the unweighted mean of the per-examiner rates across the art unit, published for §101 and §103 only. Beside the overall allowance rate we show a benchmark: for a single-art-unit examiner it is exactly that art unit's average, labeled “art-unit average”; for an examiner spanning several art units it is the “weighted peer average” — the per-art-unit averages, weighted by this examiner's application count in each — labeled distinctly because it is a blended figure, not any single art unit's average. Both are built from the same per-art-unit averages the panels show.

Lynch LLP is not affiliated with, endorsed by, or sponsored by the United States Patent and Trademark Office. Examiner statistics are derived from publicly available USPTO data.

These statistics describe past examiner behavior and do not predict the outcome of any particular application. Past results do not guarantee future outcomes. Where this page compares an examiner's allowance rate to an art-unit average, that comparison is a factual description of the public record, not a characterization of any individual examiner's conduct or competence.

This page is for general informational purposes and is not legal advice. No attorney-client relationship is formed by viewing it. Full disclaimers →

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