Barcelona, Spain
Kazushi IshidaSolo Full-Stack Developer

The LLM is a component, not the answer.

I give a model the part it is genuinely better at, then keep what it returns as structured data — so search and aggregation stay deterministic.

SiftCast

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LinguaGym

Master 10 languages through dynamic drills. Get instant AI feedback on natural phrasing, grammar, and comprehension.
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LinguaCoach

Practice multilingual conversation with interactive AI. Get real-time grammar corrections and track your progress via a smart dashboard.
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TubeRefine

AI-powered tagging and summarization for YouTube. Streamline your watchlist and conquer information overload.
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