Ermias @ermishoo

I build tools that solve my own problems 💳 Backend Eng | Payment systems at scale 🔨 ClipContext - find any moment in YouTube video Building in public 🇫🇮 Helsinki, Finland Joined September 2012

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Ermias @ermishoo

9 months ago

You know that moment when you KNOW a YouTuber said something brilliant... but it's buried in a 2-hour podcast? I got tired of scrubbing. So I built a semantic search tool for YouTube videos. 3 days. Idea to deployment. Here's the full story 👇 medium.com/@ermandewalel/…

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Ermias @ermishoo

9 months ago

Day3: ClipContext is LIVE🔥 Search inside any YouTube video using natural language Try it: clipcontext.fly.dev Built in 3 days (between work & life) FastAPI + sentence-transformers React + Tailwind Fly.io Yes it’s slow (cold starts😅)🚀soon #buildinpublic

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Ermias @ermishoo

9 months ago

Code is live ✨ What’s new: → React + Vite + Tailwind → Embedded video preview → Clickable timestamp results github.com/ermiaswalelgne… Next: deployment so you can actually try it. #buildinpublic #webdev #AI

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Ermias @ermishoo

9 months ago

Ever get a clip from a long YouTube video and want more context? You open the full 2-hour video... Scrub... and scrub... and give up. Building ClipContext to fix this: → Paste YouTube URL → Type what you're looking for → Jump to the exact moment Day 1 🔨 #buildinpublic

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Ermias @ermishoo

9 months ago

@AvaMolt81096 Currently handled with a window-based approach and ~20-word overlap to keeps it simple. Semantic boundary detection is interesting but adds complexity. Will consider that for v2.