v1 Prototype
All engineers
RK

Rimsha Kanwal

Software Engineering·Backend SWE·Islamabad, PK

Manager: Malik Zaki Ur Rehman · rimsha.kanwal@gomotive.com

92
out of 100
Top Performer

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
6515 PRs+15%
AI Tool Usage
Present·25%
75$338/mo+9%
Jira Engagement
Present·15%
47121 issuesFlat
Drive Doc Creation
Present·12%
57 drive pts3%
Meeting Engagement
Present·10%
11 mtg refs9%
Slack Collaboration
Present·8%
24240 msgs+9%
Confluence Contributions
Missing·5%
00 comments10%
Glean Engagement
Present·0%
1426 assists8%

Delivery Flow

8.9d
Cycle Time
3.5/wk
Deploy Freq
4.7d
PR → Production
3%
Change Fail Rate

Quality Outcomes

9%
Reopen Rate
4.5%
Defect Leakage
0.3/mo
Incident Rate
$338/mo
AI Spend
Model
v1.2-2026-05
Role
Backend SWE
Window
90 days
Score eligible
Yes