v1 Prototype
All engineers
MM

Muhammad Mustafa Siddiqi

Platform Engineering·Platform SWE·Islamabad, PK

Manager: Muhammad Waleed Ghous · mustafa.siddiqi@gomotive.com

79
out of 100
Strong

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
6515 PRs+9%
AI Tool Usage
Present·25%
20$89/moFlat
Jira Engagement
Present·15%
40103 issues+6%
Drive Doc Creation
Present·12%
810 drive pts7%
Meeting Engagement
Present·10%
11 mtg refs3%
Slack Collaboration
Present·8%
48477 msgs+3%
Confluence Contributions
Present·5%
202 commentsFlat
Glean Engagement
Present·0%
2550 assists · 1 searches · 1 agents2%

Delivery Flow

3.6d
Cycle Time
3.5/wk
Deploy Freq
3.1d
PR → Production
12%
Change Fail Rate

Quality Outcomes

3%
Reopen Rate
2.5%
Defect Leakage
0.2/mo
Incident Rate
$89/mo
AI Spend
Model
v1.2-2026-05
Role
Platform SWE
Window
90 days
Score eligible
Yes