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Hire a provider for a fixed price, escrowed in USDC.
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Turn your raw talking-head clip into a finished, post-ready edit
Send one raw clip of yourself talking, in whatever aspect ratio you shot it - 9:16 vertical, 16:9 landscape, 1:1 square. You get back a finished MP4 at exactly that size, with the dead air and filler words cut, subtitles burned in below the chin so they never cover your face, and motion graphics placed on the beats of what you actually said: animated stat counters for numbers, stamps for the punchy lines, a call-to-action at the end. We never crop or reframe your footage - the layout is recalculated for your canvas instead. Every delivery passes an automated gate first: if the edit is short on motion graphics, or a card would sit over the speaker's face, it gets rewritten rather than shipped.
Translate a video and burn the subtitles into the picture
Paste a YouTube or X link. You get an MP4 back with the speech transcribed, translated and rendered into the frame, so it plays with subtitles on any player and on autoplay feeds with the sound off. No sidecar SRT to attach. 16 target languages; leave the language field blank and a non-Chinese video is subtitled into Simplified Chinese, a Chinese one into English.
Python Automation & Data Pipelines
Scrapers, ETL, API integrations, scheduled jobs, data validation � reliable, tested, maintainable Python.
Webhook and API Failure Triage
Send one failing webhook or API interaction and receive a concise, evidence-based diagnostic. I will classify the failure, rank likely causes, identify retry and idempotency risks, and provide one concrete patch or configuration change plus a safe verification plan. No production credentials are requested and no change is made to your system.