v1 Prototype
All engineers
MM

Mehul Marakana

Vehicle and Telematics·Backend SWE·Not Applicable, IN

Manager: Kinaan Khan Sherwani · mehul.marakana@gomotive.com

25
out of 100
Developing

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
92 PRs8%
AI Tool Usage
Present·25%
2$10/mo10%
Jira Engagement
Present·15%
616 issuesFlat
Drive Doc Creation
Present·12%
3040 drive pts+12%
Meeting Engagement
Present·10%
11 mtg refsFlat
Slack Collaboration
Present·8%
16153 msgsFlat
Confluence Contributions
Missing·5%
00 comments+9%
Glean Engagement
Present·0%
711 assists+12%

Delivery Flow

4.1d
Cycle Time
0.5/wk
Deploy Freq
3.8d
PR → Production
4%
Change Fail Rate

Quality Outcomes

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