v1 Prototype
All engineers
NG

Nitesh Goyal

Telematics·Backend SWE·Toronto, CA

Manager: Pat Miller · nitesh.goyal@gomotive.com

4
out of 100
Limited Signal

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Missing·25%
00 PRs6%
AI Tool Usage
Present·25%
4$16/mo+6%
Jira Engagement
Present·15%
38 issues+15%
Drive Doc Creation
Present·12%
23 drive ptsFlat
Meeting Engagement
Missing·10%
00 mtg refsFlat
Slack Collaboration
Present·8%
221 msgs6%
Confluence Contributions
Missing·5%
00 commentsFlat
Glean Engagement
Present·0%
47 assistsFlat

Delivery Flow

3.5d
Cycle Time
1.5/wk
Deploy Freq
3d
PR → Production
1%
Change Fail Rate

Quality Outcomes

10%
Reopen Rate
5.5%
Defect Leakage
0.1/mo
Incident Rate
$16/mo
AI Spend
Model
v1.2-2026-05
Role
Backend SWE
Window
90 days
Score eligible
Yes