KWKyle Whiteinclipspeedai.hashnode.dev·Apr 20 · 5 min readThe Computer Vision Stack Behind Vertical Video: How ClipSpeedAI Solves 9:16 ReframingThe Computer Vision Stack Behind Vertical Video: How ClipSpeedAI Solves 9:16 Reframing Reframing 16:9 video to 9:16 is a solved problem only in the same sense that chess is a solved game — technically tractable, practically hard. The naive solution w...10
KWKyle Whiteinclipspeedai.hashnode.dev·Apr 20 · 5 min readUnder the Hood: How ClipSpeedAI's ML Pipeline Detects Viral Moments and Prevents Creator BurnoutUnder the Hood: How ClipSpeedAI's ML Pipeline Detects Viral Moments and Prevents Creator Burnout Content creator burnout is a systems failure before it's a human one. When a solo creator is spending 30-40 hours per week on editing alone, the system i...10
KWKyle Whiteinclipspeedai.hashnode.dev·Apr 19 · 4 min readClip Distribution Infrastructure: BullMQ, Platform APIs, and Quota Management at ScaleContent scheduling tools like Buffer and Later solve the surface problem — when to post. But for engineering teams building clip distribution infrastructure, the deeper problem is: how do you move finished video clips from an AI generation pipeline i...00
KWKyle Whiteinclipspeedai.hashnode.dev·Apr 19 · 4 min readHow AI Subtitle Generation Works Under the Hood: Whisper, SRT Assembly, and Animated CaptionsSubtitles affect more than accessibility. They directly influence recommendation algorithms on YouTube, TikTok, and Instagram Reels because captioned videos have higher completion rates — viewers watching on mute don't swipe away. This post covers th...00
KWKyle Whiteinclipspeedai.hashnode.dev·Apr 2 · 4 min readHow Natural Language Processing Powers Modern Video ClippingHow Natural Language Processing Powers Modern Video Clipping When an AI tool watches your video and picks out the best moments for Shorts, it is not just analyzing audio levels and scene changes. At the heart of modern video clipping is natural langu...00
