v1 Prototype
All engineers
KM

Khawaja Muhammad Ahsen

Annotation Tool·Data SWE·Lahore, PK

Manager: Hafiz Muhammad Talha · muhammad.ahsen@gomotive.com

68
out of 100
Strong

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
174 PRs+6%
AI Tool Usage
Present·25%
10$47/moFlat
Jira Engagement
Present·15%
3691 issues+9%
Drive Doc Creation
Present·12%
3749 drive pts+15%
Meeting Engagement
Missing·10%
00 mtg refs5%
Slack Collaboration
Present·8%
52513 msgsFlat
Confluence Contributions
Present·5%
10018 comments2%
Glean Engagement
Present·0%
2035 assists+15%

Delivery Flow

7.9d
Cycle Time
0.9/wk
Deploy Freq
3.5d
PR → Production
1%
Change Fail Rate

Quality Outcomes

1%
Reopen Rate
4.5%
Defect Leakage
0.1/mo
Incident Rate
$47/mo
AI Spend
Model
v1.2-2026-05
Role
Data SWE
Window
90 days
Score eligible
Yes