AI Development Projects in KarachiAI Development Projects in KarachiBuilt ScrollStop AI in 48 Hours for the Bubble Hackathon!
Hey everyone! π
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! π
π Live Project Link: https://alidanial697-64610.bubbleapps.io/version-test?debug_mode=true
π₯ 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.
π― 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! π¬β¨
#BubbleHackathon #NoCode #BuildInPublic #AICreators #BubbleDev #Cloudinary #ShortFormContent #ScrollStopAI Aurelia Cinematic Luxury Jewelry Landing Page with Scroll Storytelling
A scroll-driven brand experience for a hand-forged heirloom jewelry maison. Built around a 3-chapter narrative that unfolds as you scroll product collection, atelier process, stone provenance, testimonials and private viewing CTA all wrapped in a cream and gold luxury aesthetic.
Sections: 3-chapter scroll hero, Marquee, Collection, Atelier process, Brand story, Provenance tracking, Promises, Testimonials, Booking CTA, Footer
Built with: React, Tailwind CSS, Bun
Project URL: https://aurelia.munain605.workers.dev/
#react #GSAP #Jewelry Built an AI-powered smart contract security analysis platform that detects critical vulnerabilities in Solidity, Rust, Move, and Vyper smart contracts in under 60 seconds. The system uses a multi-stage AI pipeline to identify reentrancy attacks, access control issues, integer overflow vulnerabilities, front-running risks, and gas inefficiencies β returning a severity-ranked security report with actionable fix recommendations. The platform features a three-tier help system: self-service educational fix guides with real code snippets, AI-generated fix suggestions for Pro users, and an emergency agency fix pathway connecting critical vulnerability discoveries directly to senior blockchain engineers. Built on Next.js 15, Neon PostgreSQL, Drizzle ORM, Clerk authentication, and Upstash Redis for rate limiting. Includes a full user dashboard with smart contract auto-naming, version tracking, audit history, and side-by-side comparison of multiple audit runs β enabling developers to track security improvements over time.