v1 Prototype
All engineers
MK

Manoj Kalaivanan

Annotation Tool·Data SWE·Not Applicable, IN

Manager: Umair Tajammul · manoj.kalaivanan@gomotive.com

41
out of 100
Developing

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
133 PRs2%
AI Tool Usage
Present·25%
4$16/mo+12%
Jira Engagement
Present·15%
2973 issues+9%
Drive Doc Creation
Present·12%
1216 drive pts10%
Meeting Engagement
Present·10%
97 mtg refsFlat
Slack Collaboration
Present·8%
33325 msgs+6%
Confluence Contributions
Present·5%
202 comments11%
Glean Engagement
Present·0%
1325 assists5%

Delivery Flow

4.5d
Cycle Time
0.7/wk
Deploy Freq
4.2d
PR → Production
3%
Change Fail Rate

Quality Outcomes

6%
Reopen Rate
5.5%
Defect Leakage
0.3/mo
Incident Rate
$16/mo
AI Spend
Model
v1.2-2026-05
Role
Data SWE
Window
90 days
Score eligible
Yes