v1 Prototype
All engineers
MA

Muhammad Ammar Siddiqui

Vehicle and Telematics·Backend SWE·Karachi, PK

Manager: Usman Aziz · ammar.siddiqui@gomotive.com

56
out of 100
Core Contributor
Coverage incomplete — one or more data sources are missing. Composite score may understate activity.

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
6114 PRs+6%
AI Tool Usage
Missing·25%
0$0/mo+6%
Jira Engagement
Present·15%
2769 issues6%
Drive Doc Creation
Missing·12%
00 drive pts3%
Meeting Engagement
Missing·10%
00 mtg refs5%
Slack Collaboration
Present·8%
549 msgs+9%
Confluence Contributions
Missing·5%
00 commentsFlat
Glean Engagement
Present·0%
57 assists · 3 searches8%

Delivery Flow

2.8d
Cycle Time
3.3/wk
Deploy Freq
2.1d
PR → Production
12%
Change Fail Rate

Quality Outcomes

9%
Reopen Rate
4.5%
Defect Leakage
0.2/mo
Incident Rate
$0/mo
AI Spend
Model
v1.2-2026-05
Role
Backend SWE
Window
90 days
Score eligible
Yes