⚡ VIBE CHECK — 48-Hour Empire
⏱️💥
We built a full business ecosystem in two days.
Within the first 24 hours, we launched:
- A live digital storefront making sales
- Faceless TikTok & YouTube channels gaining followers
- A newsletter actively capturing emails
This is not a prototype.
It’s a profitable, operational flywheel built at speed.
Vibe: Velocity × Precision × Leverage
⚡ Inspiration
💡🎭
Vibe-a-thon rewards projects that feel finished, not theoretical.
The Creator-to-Clinical Pipeline was built with that exact mindset.
Instead of another “cool build,” we designed a revenue-first system where creativity, distribution, and infrastructure reinforce each other. The inspiration wasn’t education—it was leverage: turning skill + taste into a self-sustaining business with compounding upside.
This project treats precision the way artists treat composition—and monetizes it accordingly.
🧠 What it does
🚀💸
In the first 24 hours of the hackathon, we:
Launched & Monetized
Published a premium digital storefront with multiple products and live Stripe payments.Built Distribution
Created and published our first 5 faceless TikTok/YouTube videos directly from store assets.Captured Audience
Launched a newsletter and began driving traffic to it immediately.Proved the Loop
Generated real sales, followers, and email signups—validating the entire funnel in real time.
The Engine
The Creator-to-Clinical Pipeline is a three-layer money engine:
- A high-margin digital shop
- A Zero-CAC media funnel
- A data-driven AI backend
Each layer feeds the next, creating a flywheel that generates revenue, audience, and enterprise value simultaneously.
It’s not content.
It’s not a prototype.
It’s an operating system for monetized expertise.
🎓 The Interactive Educational Core
Our premium products are not static PDFs—they are living, interactive systems:
- 🖼️ Figma Interactive Atlas: Learn through drag-and-drop labeling on anatomical diagrams, clinical overlay toggles that reveal procedures, and customizable aesthetic skins (Dark Mode, Pastel, Medical).
- 🗃️ Notion Active Recall Hub: The intelligent backend—a structured database tracking bone registries, muscle attachments, spaced repetition schedules, and a clinical correlations gallery. It turns passive review into active mastery.
💰 How we built it
🛒 Layer 1 — Digital Storefront (Immediate Revenue)
💳📦
- Built a branded website selling premium interactive worksheets and blueprints
- Products are modular, downloadable, and infinitely scalable
- Near-zero marginal cost → extreme margins
🟢 Ships immediately
🟢 Pays immediately
🎨 Layer 1.5 — The Interactive Learning Engine
We built two interconnected educational platforms in parallel:
Figma as an Interactive Canvas:
- Created reusable Components for drag-and-drop anatomical labeling
- Used Prototype mode for clinical overlay toggles (click Jugular Notch → see tracheostomy procedures)
- Designed multiple "Skin" variants with consistent design tokens for different learner vibes
Notion as the Data Backbone:
- Built a relational database linking anatomy to clinical significance
- Implemented formula properties for automatic spaced repetition scheduling
- Created a gallery view for visual learners to browse clinical correlations
- Structured everything for future AI integration (each interaction generates structured data)
📡 Layer 2 — The Megaphone (Zero-CAC Growth in < 24 Hours)
🎥🌒
We designed the entire content strategy, visual identity, and first 5 videos in a single sitting.
Using Python, FFmpeg, and CapCut templates, we converted storefront assets into hypnotic, converting TikTok/YT videos in under 2 hours. At the same time, we launched and linked a live newsletter to every piece of content.
By the end of Day 1, the entire distribution layer—from concept to published content to lead capture—was operational.
🟢 No ads
🟢 No spend
🟢 Pure inbound
Distribution is an asset, not a cost.
🧬 Layer 3 — AI & Data Layer (Enterprise Upside)
📊🤖
- Worksheet interactions generate structured, repeatable datasets
- Data feeds a CNN-Transformer architecture for pattern recognition
- Designed for B2B licensing and R&D partnerships
🟢 Content → Data
🟢 Data → IP
🟢 IP → Leverage
🏆 Accomplishments we’re proud of
🔥🏅
- Velocity: Built a live, multi-revenue business in under 24 hours
- Validation: Achieved real sales, followers, and email captures during the hackathon
- Efficiency: Created a repeatable content assembly line that produces converting videos in minutes
- Cohesion: Designed a brand and narrative that connects all layers instantly
- Credibility: Built something judges can feel is real
- 🎯 Redefined Digital Education: Transformed static worksheets into interactive Figma canvases paired with intelligent Notion databases—creating a new category of "living" educational assets
📈 What we learned
🧠📚
- Speed is a system: With the right templates, a full business front-end can launch in one day
- First-day validation matters: Don’t wait to build—launch something sellable immediately
- Content is fuel, not art: Our highest-performing video took 45 minutes from asset to upload
- Flywheels beat features: Systems compound; demos reset
🚀 What’s next for The Creator-to-Clinical Pipeline
🔮💼
The foundation is built and proven. In the 48 hours post-hackathon, we will:
10× the Content Machine
Publish 50+ short-form videos using our existing templates.Automate the Newsletter
Deploy a 5-part welcome and conversion sequence.Launch the Data Pipeline
Begin ingesting the first 100+ structured interaction data points into our model.
This isn’t a hackathon experiment.
It’s a company with momentum—built to earn, scale, and endure.
⸻
🔗 Try it out — The 48-Hour Empire
🛍️ Store & Website (Launched Hour 12)
Live storefront and brand site built and published during the hackathon
🎬 TikTok (Launched Hour 18)
Faceless short-form videos created and deployed within hours
📰 Newsletter (Launched Hour 20)
Active Substack capturing subscribers and publishing live content
🎨 Brand & Interface (Built Hour 6)
Complete visual identity and interaction system designed in one sprint
🎓 INTERACTIVE LEARNING SYSTEM (Built Hour 24)
Explore the structured database powering our educational assets (view-only).
⚙️ The Machine (Code)
Repository containing the architecture that enabled rapid execution
Built With
- amazon-web-services
- cloudflare
- fastapi
- figma
- firebase
- javascript
- markdown
- nextjs
- node.js
- notion
- opencv
- postgresql
- python
- pytorch
- react
- sqlite
- stripe
- tensorflow
- tiktok
- transformers
- typescript
- vercel
- webflow
- youtube


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