Examiner Faraj Ayoub
Examiner Faraj Ayoub appears to be about average relative to their peer examiners. Their lifetime grant ratio is 71.2%, they average 2.09 office actions per granted patent, and their rejection profile is dominated by §103 and occasional §101 rejections.
Difficulty vs AU
About Average
Difficulty vs Group
About Average
Difficulty vs TC
Very Easy
Difficulty vs USPTO
About Average
Average OA / Grant
2.09
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Examiner Details
- Observed Examiner Years
- 4 years (2018-2021)
- Tech Center
- 2100 - Computer Architecture Software and Information Security
- Group
- 2120 - Artificial Intelligence
Metrics
- Applications Evaluated
- 66
- Granted Applications
- 47
- Non-Granted Applications
- 19
- Avg OA / Grant
- 2.09
- Last OA Observed
- June 2021 (57 months ago)
- Work Groups Seen
Context Comparison
| Scope | Examiners | Lifetime Grant Ratio | Avg OA / Grant |
|---|---|---|---|
| This Examiner | 1 | 71.2% | 2.09 |
| Art Unit | 27 | 53.9% | 1.95 |
| Group | 316 | 48.6% | 1.98 |
| Tech Center | 1,706 | 55.9% | 2.19 |
| USPTO | 16,116 | 54.8% | 1.98 |
Grant Timeline
Shaded region marks the last two observed years, where grant outcomes may lag due to recency.
| Year | Applications | Granted | Grant Rate |
|---|---|---|---|
| No observed data before 2018; examiner may not yet have been active in the available dataset. | |||
| 2018 | 8 | 5 | 62.5% |
| 2019 | 31 | 23 | 74.2% |
| 2020 | 17 | 12 | 70.6% |
| 2021 | 10 | 7 | 70.0% |
| No observed data after 2021; examiner may have gone inactive or moved out of examining work. | |||
47 family-cache-validated grants; 0 OA-only grant signals.
Rejection Timeline
| OA # | Office Actions | § 101 Percentage | § 102 Percentage | § 103 Percentage | § 112 Percentage |
|---|---|---|---|---|---|
| 1 | 69 | 11.6% | 4.3% | 82.6% | 1.4% |
| 2 | 45 | 11.1% | 0.0% | 73.3% | 13.3% |
| 3 | 16 | 0.0% | 0.0% | 100.0% | 0.0% |
| 4 | 9 | 11.1% | 0.0% | 88.9% | 0.0% |
| 5 | 1 | 0.0% | 0.0% | 100.0% | 0.0% |
§ 101 Yearly Trend
2019: PEG
Each bar shows the share of this examiner's observed office actions in that year that included a § 101 rejection.