AI Development Projects in SindhAI Development Projects in SindhBuilt ScrollStop AI in 48 Hours for the Bubble Hackathon!
Hey everyone! 👋
As content creators, we all know the absolute biggest challenge today: How do you stop someone from scrolling past your video in the first 3 seconds? The "Hook" completely decides whether your short-form video goes viral or gets buried by the algorithm.
To solve this massive bottleneck for creators, I built and launched ScrollStop AI from scratch in just 2 days for the global Bubble Hackathon! 🏆
👉 Live Project Link: https://alidanial697-64610.bubbleapps.io/version-test?debug_mode=true
🔥 What is ScrollStop AI & How It Empowers Creators?
ScrollStop AI is an intelligent, multi-modal companion designed to analyze your Shorts, Reels, or TikTok videos before you publish them, predicting and optimizing user retention.
Key Features (Fully Functional):
AI-Powered Hook Scoring: Upload your video and instantly get a data-driven score from 0-100 indicating your hook's strength.
Visual & Audio Feedback: The AI evaluates your video's pacing, text overlays, lighting, framing, and background audio to offer actionable, real-time improvements.
Viral Toolkits: Automatically generate high-converting viral captions and tailored hashtags optimized for discoverability.
History Tracking Dashboard: Creators can look back at all past video analyses to track their improvement and consistency over time.
The Tech Stack (Under the Hood)
To make this platform incredibly fast, secure, and scalable within a tight 48-hour window, I designed the following architecture:
Frontend & Backend: Built entirely on Bubble for seamless, lightning-fast No-Code execution.
Media Infrastructure: Integrated Cloudinary for rapid, secure video hosting and processing.
AI Engine: Implemented advanced multimodal AI pipelines to read directly from the media storage inputs and generate deep analytical insights in seconds.
🎯 Why This Project Matters
Instead of spending hours guessing what works or dealing with the painful trial-and-error of social media algorithms, creators can validate their content strategy instantly. It saves time, maximizes retention, and completely eliminates guesswork before hitting "Publish."
The app is fully functional and live right now! Since this is my official submission for the Bubble Hackathon, I would love to hear your thoughts, feedback, or suggestions in the comments. Let's help creators stop the scroll! 🎬✨
#BubbleHackathon #NoCode #BuildInPublic #AICreators #BubbleDev #Cloudinary #ShortFormContent #ScrollStopAI Aperture Cinematic Interiors
A scroll-triggered architectural showcase built for a residential design studio. Instead of a static portfolio grid, visitors "walk" through a house the camera moves room to room as they scroll, with video-driven transitions instead of static images.
What it solves: Architecture firms often struggle to translate spatial experience into a flat web page. Photos and floor plans tell you what a space looks like, not what it feels like to move through it. This site turns the scroll bar into a camera dolly, so the sequence of light, threshold, and volume the actual experience of the building becomes the interface itself.
What's inside:
Full-bleed cinematic video/scroll-sync hero sequence
Sectioned narrative flow Approach → Process → Selected Work → Available Residences
Stats bar, project grid, listings with pricing/specs, and a client testimonial block
Responsive, minimal, editorial typography built to feel like a design monograph, not a template
Built for: boutique architecture and real estate studios who want their site to read as a portfolio piece in its own right not just a listings page.
If you're an architecture, interior design, or luxury real estate brand and want a site that actually shows the work instead of listing it let's talk.
🔗 Live: aperture.munain605.workers.dev (http://aperture.munain605.workers.dev) 
