Ruwail Ahmad

Ruwail Ahmad

Virl.ai Long streams to shorts, on auto
#92338079 followers5 following
3 points

About

Founder of Virl.ai. Solving the "content waste" problem in the creator economy with autonomous AI agents. Full Stack Engineer.

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Tastemaker
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Gone streaking
Gone streaking

Maker History

  • Virl.ai
    Virl.aiThe Autonomous Growth Engine for Creators.
    Dec 2025
    • 🎉
    Joined Product HuntNovember 30th, 2025

Forums

Virl.aip/virl-aiRuwail Ahmad•

2mo ago

Building an autonomous video agent with Gemini 2.0 & YOLOv8, Roast my logic?

I'm a CS student building VIRL-ai an autonomous agent that takes 8-hour Twitch streams and turns them into viral TikToks without human help.

Most AI clippers just look for "loud noises." I found that approach cuts off the setup to jokes.

My Solution: I built a local pipeline (Python) that does two things differently:

  1. Context Engine: It grabs a 90-second audio buffer around spikes and uses Gemini 2.0 Flash to find the actual start/end of the interaction.

  2. Universal Vision: I trained a YOLOv8 model to detect facecams vs. game UI to dynamically switch between "Split Screen" and "Full Screen" layouts.

Ruwail Ahmad•

2mo ago

Virl.ai - The Autonomous Growth Engine for Creators.

Streamers spend 8 hours broadcasting and 0 hours distributing. VIRLai fixes this. It is an AI-native infrastructure that ingests long-form Twitch/YouTube streams, identifies viral moments using Context Intelligence (Audio + LLMs), and autonomously edits them into vertical shorts using Computer Vision (YOLOv8). Features: Understands jokes, setups, and reactions (90s buffer). Detects facecams and game UI to smart-crop instantly. Runs while you sleep.
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