Work
Every project starts with a concrete annoyance.
Content research team (client not disclosed)
From Bilibili and TikTok to one readable digest
Short-form video grows faster than anyone can watch. We built an on-premise pipeline that filters by topic, downloads, transcribes with WhisperX, and summarises across videos.
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Accounting firm (client not disclosed)
Reading Taiwanese receipts straight into the database
Receipts in Taiwan come in too many shapes for generic OCR to handle. We run a vision model on-premise, extract structured fields, and write them straight into the database.
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Team background
Before the company — twenty years of embedded vision
Before Jecision existed, the team built real-time vision on constrained devices — no GPU, a few hundred MB of RAM, and real light and vibration. That background shapes how we run AI projects today.
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