Karan's Profound AI Rep

Karan turns behavioral data into product hypotheses, clearer user flows, and practical next actions.

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Karan Mungra

Career Stories

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Removing an Unnecessary Product Step

At Stealth Startup as Founding AI Engineer

2026

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Surfacing Web Search Sources

At Krutrim as SDE

2024 - 2026

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Karan Mungra

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A healthy click rate can still hide an unnecessary step, so I look at where users go next.”

Karan Mungra

On reading funnels

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Karan Mungra

Edges

Testing Product Hypotheses

Karan turns open product questions into behavioral tests that can support a decision. At a stealth startup, he traced a button beyond its click rate and found the useful path did not require it. At Krutrim, he tested whether low source usage came from poor visibility. His work connects observed behavior to a concrete product question, then carries the analysis far enough to clarify the next action.

Spotted in 2 Stories

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Translating Behavior Into Action

Karan connects behavioral evidence to product actions while keeping his ownership clear. At the stealth startup, his funnel supported removal of an unnecessary step. At Krutrim, his analysis informed a more visible treatment for web sources. The recurring capability is practical interpretation: identify what the observed behavior means for the product, then surface a specific response.

Spotted in 1 Story

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