v1 Prototype
All engineers
MN

Manish Nigam

Vehicle and Telematics·Backend SWE·Not Applicable, IN

Manager: Mukul Dilwaria · manish.nigam@gomotive.com

67
out of 100
Strong

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
6515 PRsFlat
AI Tool Usage
Present·25%
24$110/mo9%
Jira Engagement
Present·15%
1846 issuesFlat
Drive Doc Creation
Present·12%
22 drive ptsFlat
Meeting Engagement
Missing·10%
00 mtg refs+9%
Slack Collaboration
Present·8%
656 msgs7%
Confluence Contributions
Missing·5%
00 comments+15%
Glean Engagement
Present·0%
1018 assistsFlat

Delivery Flow

6.9d
Cycle Time
3.5/wk
Deploy Freq
2.3d
PR → Production
9%
Change Fail Rate

Quality Outcomes

9%
Reopen Rate
4.5%
Defect Leakage
0.4/mo
Incident Rate
$110/mo
AI Spend
Model
v1.2-2026-05
Role
Backend SWE
Window
90 days
Score eligible
Yes