v1 Prototype
All engineers
MD

Mukul Dilwaria

Vehicle and Telematics·Backend SWE·Not Applicable, IN

Manager: Albert Choi · mukul.dilwaria@gomotive.com

18
out of 100
Limited Signal

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
133 PRsFlat
AI Tool Usage
Missing·25%
0$0/mo4%
Jira Engagement
Present·15%
1334 issuesFlat
Drive Doc Creation
Present·12%
57 drive pts+9%
Meeting Engagement
Present·10%
65 mtg refs+6%
Slack Collaboration
Present·8%
879 msgsFlat
Confluence Contributions
Missing·5%
00 commentsFlat
Glean Engagement
Present·0%
2550 assists+9%

Delivery Flow

3.7d
Cycle Time
0.7/wk
Deploy Freq
3.2d
PR → Production
8%
Change Fail Rate

Quality Outcomes

8%
Reopen Rate
7.5%
Defect Leakage
0.3/mo
Incident Rate
$0/mo
AI Spend
Model
v1.2-2026-05
Role
Backend SWE
Window
90 days
Score eligible
Yes