v1 Prototype
All engineers
PT

Punit Tiwan

Platform Engineering·Platform SWE·Kitchener-Waterloo, CA

Manager: Andre Leonardo Almeida Santos · punit.tiwan@gomotive.com

77
out of 100
Strong

Signal Profile · 7 categories

Category Scores

Category Breakdown

Signal · trend · coverage · weight
GitHub PRs & Reviews
Present·25%
307 PRsFlat
AI Tool Usage
Missing·25%
0$2/moFlat
Jira Engagement
Present·15%
71180 issues9%
Drive Doc Creation
Present·12%
1317 drive ptsFlat
Meeting Engagement
Missing·10%
00 mtg refs+12%
Slack Collaboration
Present·8%
1001000 msgs2%
Confluence Contributions
Present·5%
909 commentsFlat
Glean Engagement
Present·0%
4291 assists · 2 searchesFlat

Delivery Flow

8.5d
Cycle Time
1.6/wk
Deploy Freq
4.2d
PR → Production
3%
Change Fail Rate

Quality Outcomes

12%
Reopen Rate
3.5%
Defect Leakage
0.3/mo
Incident Rate
$2/mo
AI Spend
Model
v1.2-2026-05
Role
Platform SWE
Window
90 days
Score eligible
Yes