v1 Prototype
All engineers
AG

Arnav Gupta

Vehicle and Telematics·Backend SWE·Kitchener-Waterloo, CA

Manager: Kinaan Khan Sherwani · arnav.gupta@gomotive.com

85
out of 100
Top Performer

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
5713 PRsFlat
AI Tool Usage
Present·25%
23$105/mo6%
Jira Engagement
Present·15%
59151 issues9%
Drive Doc Creation
Present·12%
1317 drive pts6%
Meeting Engagement
Present·10%
43 mtg refs+15%
Slack Collaboration
Present·8%
84826 msgs+12%
Confluence Contributions
Present·5%
101 comments7%
Glean Engagement
Present·0%
69156 assists11%

Delivery Flow

5.7d
Cycle Time
3/wk
Deploy Freq
0.8d
PR → Production
9%
Change Fail Rate

Quality Outcomes

6%
Reopen Rate
1.5%
Defect Leakage
0.4/mo
Incident Rate
$105/mo
AI Spend
Model
v1.2-2026-05
Role
Backend SWE
Window
90 days
Score eligible
Yes