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    Chetan Chhangani

    Product work across AI-enabled workflows, analytics and operational products

    A selection of product problems I have worked on, the decisions I owned, and the evidence behind the outcomes.

    01

    Reducing operational work with AI-assisted workflows

    Redesigned a manual, document-heavy operational workflow using AI assistance, deterministic validation and human review.

    Lead product ownershipB2B SaaSAI Product0→1
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    25 min → 3–5 minHandling time
    510Records processed
    02

    Turning operational data into decision visibility

    Turned fragmented operational data into a decision-support experience that helped teams understand performance, bottlenecks and where attention was required.

    Lead product ownershipB2B SaaSData ProductAnalytics0→1 product
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    75Validated metrics
    03

    Improving trust in AI-assisted discovery

    Defined and evaluated product behaviour for AI-assisted discovery, turning broad expectations of relevance and correctness into repeatable product-quality criteria.

    Owned workstreamShared productAI ProductSearch & Evaluation
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    ~90%CorrectnessInternal evaluation

    Independent work

    01

    Deutsch Sprach Gym

    A personal AI learning system connecting daily practice, feedback, automation, and persistent state.

    Independent BuildAI WorkflowTelegramHermes AgentOpenAI APIGitHub
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    9 stagesDaily loop