v1 Prototype
All engineers
SS

Sean Sain

Platform Engineering·Platform SWE·Sparks, US

Manager: Yuvaraj Thiagarajan · sean.sain@gomotive.com

97
out of 100
Top Performer

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
10027 PRsFlat
AI Tool Usage
Present·25%
80$363/mo3%
Jira Engagement
Present·15%
71180 issues10%
Drive Doc Creation
Missing·12%
00 drive pts+6%
Meeting Engagement
Missing·10%
00 mtg refs+9%
Slack Collaboration
Present·8%
28281 msgsFlat
Confluence Contributions
Missing·5%
00 comments6%
Glean Engagement
Present·0%
45 assists+6%

Delivery Flow

8.2d
Cycle Time
6.3/wk
Deploy Freq
3.9d
PR → Production
5%
Change Fail Rate

Quality Outcomes

5%
Reopen Rate
4.5%
Defect Leakage
0.5/mo
Incident Rate
$363/mo
AI Spend
Model
v1.2-2026-05
Role
Platform SWE
Window
90 days
Score eligible
Yes