Closivo: From lead response to a complete qualification workflow
Product discovery and definition · Voice AI
Research changed the scope. I connected founder decisions to CRM workflows, handoff rules and acceptance criteria.
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I led product and engineering: the analysis model, pricing, release, and the experiments that followed.
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Vibe: Reviews, trust and moderation
I defined the product and roadmap, designed the user experience, and worked through how reviews, verification and moderation should operate together.
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First Choice: A property platform built around the operation
A three-language experience connected to a seven-city ingestion pipeline, controlled publishing and private staff workflows.
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More product work
Product work, with an engineering background
My experience spans AI products, marketplaces, operational software and running a software-services company. I have worked on the commercial decisions as well as the systems behind them.