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Increased content accuracy and reduced time to market by automating style guide enforcement with AI.
Designed and implemented an AI-augmented system that applies an in-house style guide (with AP as fallback) to any content. The workflow highlights all changes in-line and generates a report detailing edits, rationale, and assumptions made during the process.
This approach improved consistency across large volumes of content, strengthened editorial quality, and significantly accelerated delivery timelines.
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Connect with clients, get discovered, and run your business 100% commission-free
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What if you could upload a dress photo and instantly see it on an AI model — without hiring photographers or doing expensive photoshoots? 🤯🔥
I built an AI-powered Virtual Dress Studio that automatically transforms product images into professional fashion model photos and even creates promotional videos. ⚡
✅ Upload a dress image
✅ AI places the exact dress on a realistic model
✅ Keeps original design, color & fabric unchanged
✅ Creates professional studio-quality fashion images
✅ Generates AI-powered model videos automatically
✅ Ready for E-commerce, catalogs & social media
From a simple dress photo → to a complete fashion showcase in seconds 🚀
Perfect for:
✔ Fashion brands
✔ Clothing stores
✔ E-commerce businesses
✔ Boutique owners
✔ Social media marketers
No expensive photoshoots.
No models.
No editing team.
Just AI-powered fashion content creation. 🔥
#AI #FashionTech #Automation #VirtualTryOn #AIAutomation #Ecommerce #n8n #DigitalFashion #ContentCreation #BusinessAutomation #Tech
EduNotes – Transforming Study Materials into Exam-Ready Learning Resources
project link: https://menu-melon-49299522.figma.site/
The Problem
Students today have access to more educational content than ever before. While this abundance of information is valuable, it also creates a significant challenge.
Before every examination, students often spend countless hours:
Reading lengthy notes and textbooks
Reviewing PDF documents and study guides
Watching educational video lectures
Identifying important concepts manually
Creating revision material from scratch
Preparing exam-focused questions and summaries
This process is repetitive, time-consuming, and often overwhelming.
Many students struggle to determine which information is truly important, resulting in inefficient study sessions and reduced productivity. Valuable study time is frequently spent organizing information rather than actually learning it.
As educational content continues to grow across multiple formats, students need a smarter way to convert information into meaningful learning resources.
The Solution
EduNotes is an AI-powered educational platform designed to help students transform study materials into exam-ready learning resources within minutes.
Instead of manually reviewing and organizing large amounts of content, students can simply provide their study material and allow EduNotes to intelligently process it.
The platform analyzes educational content and automatically generates:
Structured AI Summaries
Deep Topic Explanations
Exam-Focused Revision Material
Visual Learning Cards
The goal is simple:
Help students learn faster, revise smarter, and prepare more effectively for examinations.
How EduNotes Works
EduNotes follows a streamlined workflow that transforms raw educational content into structured learning resources.
Step 1 – Input Study Material
Students can provide content through multiple methods:
Direct text input
TXT file uploads
PDF document uploads
Educational video links
This flexibility allows students to work with study materials from various sources without changing their existing workflow.
Step 2 – AI Content Analysis
After content submission, EduNotes begins processing the material.
The system:
Extracts important information
Identifies key concepts
Understands topic relationships
Determines educational relevance
Organizes information into logical structures
This creates the foundation for all generated learning resources.
Step 3 – Resource Generation
Based on the analyzed content, EduNotes creates multiple educational outputs designed for different stages of the learning process.
Students can then access summaries, explanations, revision resources, and visual learning materials from a single source.
Feature Breakdown
1. AI Summary
The AI Summary module helps students quickly understand large amounts of information.
Purpose
Lengthy educational content can often contain important information buried inside large blocks of text.
The AI Summary feature extracts the most relevant information and presents it in a concise, structured format.
Benefits
Reduces reading time
Improves information accessibility
Highlights key points
Provides quick topic understanding
Supports rapid revision sessions
Typical Use Case
A student uploads study material and receives a clean summary that captures the most important concepts without requiring hours of reading.
2. AI Deep Dive Analysis
Understanding concepts is often more important than memorizing them.
The Deep Dive Analysis module focuses on improving conceptual clarity.
Purpose
Many summaries simplify information but fail to explain underlying concepts.
The Deep Dive Analysis feature provides a more detailed breakdown of topics.
Features
Concept explanations
Structured learning flow
Educational insights
Detailed understanding support
Contextual topic analysis
Benefits
Improves comprehension
Supports long-term retention
Helps students understand difficult topics
Bridges knowledge gaps
Typical Use Case
A student studying a complex topic can use Deep Dive Analysis to gain a deeper understanding rather than relying solely on condensed notes.
3. Exam Mode
Exam preparation requires a different approach than general learning.
The Exam Mode module transforms study material into exam-oriented resources.
Purpose
Students often struggle to identify what is most important for examinations.
Exam Mode focuses on converting content into practical revision material.
Generates
Important Questions
Key Concepts
Quick Revision Notes
Exam Focus Areas
Benefits
Saves preparation time
Improves revision efficiency
Helps identify high-priority topics
Encourages focused study sessions
Typical Use Case
A student preparing for an upcoming examination can instantly generate revision resources without manually creating study guides.
4. Visual Learning Cards
Visual learning is one of the most effective methods for improving retention and recall.
Purpose
Large amounts of information can be difficult to remember.
Visual Learning Cards break educational content into smaller, easier-to-review components.
Card Structure
Each card includes:
Topic Name
Definition
Key Fact
Revision Point
Benefits
Faster revision
Improved memory retention
Better information organization
More engaging learning experience
Typical Use Case
Students can quickly review concepts before examinations without reading entire chapters.
User Experience
EduNotes was designed with simplicity and accessibility in mind.
The interface provides:
Clean navigation
Organized learning sections
Minimal distractions
Clear educational workflows
Responsive interaction design
Students can move seamlessly between summaries, explanations, exam preparation tools, and visual learning resources.
Educational Impact
EduNotes aims to solve a practical educational challenge faced by millions of students.
Instead of spending hours organizing information manually, students can focus on what truly matters:
Learning.
By automating the process of summarization, explanation, revision preparation, and visual organization, EduNotes enables students to:
Save study time
Improve productivity
Increase comprehension
Enhance exam preparation
Reduce information overload
Why EduNotes Matters
Modern education generates an overwhelming amount of information.
Students do not need more content.
They need better ways to understand, organize, and revise the content they already have.
EduNotes bridges this gap by transforming raw educational material into structured, meaningful, and exam-ready learning resources.
The platform empowers students to learn smarter, revise faster, and prepare with confidence.
Built With Figma
EduNotes was designed and developed using Figma's ecosystem during the Config Makeathon.
The project leverages modern AI-powered workflows to rapidly prototype, iterate, and create a meaningful educational solution focused on solving a real-world problem.
Tagline
EduNotes – Learn Smarter. Revise Faster. Succeed Better.
Small design debate: me vs ChatGPT.
I made the original version of this weekly lifestyle board, then asked ChatGPT how it could be improved.
Now I’m comparing both directions, my version vs the refined version.
Which one do you think looks better?
1 voted
14%
6 voted
86%
7 votes
Closed
I appreciate the color balance and visual hierarchy more in the AI generated version. While yours could be more readable, it clearly connects the success rates to their respective day. Yours also separates the headings in weekday and focus. ChatGPT instead did its em-dash power move and made the headings less scannable.
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