v1 Prototype
All engineers
MA

Muhammad Ammar

Vehicle and Telematics·Backend SWE·Islamabad, PK

Manager: Faizan Khan · muhammad.ammar@gomotive.com

13
out of 100
Limited Signal

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Missing·25%
00 PRs9%
AI Tool Usage
Present·25%
14$64/mo11%
Jira Engagement
Present·15%
1435 issuesFlat
Drive Doc Creation
Present·12%
57 drive pts+15%
Meeting Engagement
Missing·10%
00 mtg refsFlat
Slack Collaboration
Present·8%
218 msgsFlat
Confluence Contributions
Missing·5%
00 comments+6%
Glean Engagement
Present·0%
23 assists+15%

Delivery Flow

9d
Cycle Time
2.4/wk
Deploy Freq
4.9d
PR → Production
10%
Change Fail Rate

Quality Outcomes

7%
Reopen Rate
6.5%
Defect Leakage
0.5/mo
Incident Rate
$64/mo
AI Spend
Model
v1.2-2026-05
Role
Backend SWE
Window
90 days
Score eligible
Yes