@andy.kirtoka

videoMD · tier C

Andrea Kirtoka · 93 followers · 2026-04-06 17:26 · 26s

https://www.tiktok.com/@andy.kirtoka/video/7625699005703392520

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Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

Poster design exploration inspired by Wuthering Heights ✨ In this graphic design process, I combined grunge details with clean metallic 3D elements to create a modern poster design that feels both raw and intentional. I love when visuals carry a certain mood, not just composition. If you want something like this for your project, I’m here 🙌

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Not transcribed yet.

On-screen text (OCR)

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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