Ruwail Ahmad

Ruwail Ahmad

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

About

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

Badges

Tastemaker
Tastemaker
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•

5mo 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•

5mo 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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