v1 Prototype
All engineers
SG

Siddhant Goenka

Vehicle and Telematics·Backend SWE·Annapolis, US

Manager: Kinaan Khan Sherwani · siddhant.goenka@gomotive.com

92
out of 100
Top Performer

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
4811 PRs+3%
AI Tool Usage
Present·25%
8$36/moFlat
Jira Engagement
Present·15%
87222 issues10%
Drive Doc Creation
Present·12%
94123 drive ptsFlat
Meeting Engagement
Missing·10%
00 mtg refs7%
Slack Collaboration
Present·8%
1001000 msgs5%
Confluence Contributions
Missing·5%
00 comments8%
Glean Engagement
Present·0%
3677 assists · 2 searchesFlat

Delivery Flow

7.7d
Cycle Time
2.6/wk
Deploy Freq
3.3d
PR → Production
14%
Change Fail Rate

Quality Outcomes

11%
Reopen Rate
2.5%
Defect Leakage
0.4/mo
Incident Rate
$36/mo
AI Spend
Model
v1.2-2026-05
Role
Backend SWE
Window
90 days
Score eligible
Yes