[KongchangAI]
Person

Priya Sharma

A persona in Helio's synthetic fintech knowledge graph who once made 14 commits to payments-gateway but left the company on 2026-04-15.

Timeline (last 90 days)

Oct 18

In Helio's synthetic graph, Priya Sharma has 14 commits on payments-gateway, with the last commit on 2026-04-15, the day she left the company.

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Oct 18

Helio's solution is to return two independent signals, count and recency, and refuse to blend them, for example noting that the platform team owns the payments service, Ravi Menon was still working on it recently (2026-09-28), and Priya Sharma has the most commits but is out of date.

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