v1 Prototype
All engineers
KR

Karthik Ravi

Software Engineering·Backend SWE·Kitchener-Waterloo, CA

Manager: Valerie Aguilar · karthik.ravi@gomotive.com

95
out of 100
Top Performer

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
6515 PRsFlat
AI Tool Usage
Present·25%
16$71/mo+6%
Jira Engagement
Present·15%
100270 issuesFlat
Drive Doc Creation
Present·12%
3647 drive pts+9%
Meeting Engagement
Present·10%
108 mtg refs+9%
Slack Collaboration
Present·8%
1001000 msgsFlat
Confluence Contributions
Present·5%
909 comments+3%
Glean Engagement
Present·0%
1527 assists · 1 searches+9%

Delivery Flow

3.7d
Cycle Time
3.5/wk
Deploy Freq
3.3d
PR → Production
4%
Change Fail Rate

Quality Outcomes

1%
Reopen Rate
0.5%
Defect Leakage
0.4/mo
Incident Rate
$71/mo
AI Spend
Model
v1.2-2026-05
Role
Backend SWE
Window
90 days
Score eligible
Yes