KagaMe
Reflect Your Style, Redefine Your Closet
Team members
Ayman Khan (EPD), Aurelius Bryan Yuwana (CSD), Jordan Lee Wei (DAI), Lee Chien Shyong (CSD), Liaw Ge Nee (ESD), Nellie Khoo Nee Liq (CSD), Shwetha Iyer (CSD)
Instructors:
Marie Siew
Writing Instructors:
Susan Wong
Have you ever...
Stared at your closet thinking, "I have nothing to wear?"
Tried on 10 outfits before giving up and settling for the same look?
Wondered how to style that one piece you never wear?
You're not alone. Millions face the same frustration every single day.
The Problem with Our Closets Today
We’ve been told a story that a bigger closet equals better style, but that’s a lie.
56% of clothes in wardrobes are rarely worn
58% cart abandonment caused by indecision
Women spend an average of 17 minutes deciding what to wear
Introducing KagaMe
Your Personal Virtual Stylist
KagaMe helps users digitize their wardrobe, discover outfit inspirations, and shop smarter using AI-powered styling recommendations.
Our Mission
Empower individuals to dress confidently and sustainably through AI-driven personal styling.
Our Vision
To revolutionize the way we interact with our wardrobe, digitally and mindfully.
Features
Digital Wardrobe
Upload and store images of your clothes in a digital wardrobe. KagaMe automatically recognises and tags the images you upload to identify your style
AI Outfit Generation
Get personlalised outfit recommendations based on your style and wardrobe. Outfits are made with your clothes and items from our partner brands
Smart Shopping
Discover what to shop as we recommend clothes that match your style. Unsure of how it looks? KagaMe lets you visualise how it looks with your clothes
How to use KagaMe
Find Your Style
Take our style quiz and uncover your style persona
Digital Wardrobe
Upload images of your clothes to create your digital wardrobe
Create Outfits
Generate outfit recommendations from our AI Algorithm
Personalised Shop
Pair shop items with your clothes to visualise complete outfits
User Reviews
Supporting Technologies
Our platform combines Flutter for a responsive UI, a FastAPI backend for low-latency performance, and MongoDB for real-time, flexible data handling.
We use Google Firebase for secure authentication and analytics, and integrate OpenAI’s API to power intelligent, AI-driven styling recommendations.
Acknowledgements
We would like to thank our mentors for their unwavering support throughout our project:
- Capstone Mentor: Dr. Marie Siew and Prof. Malika Meghjani
- Centre for Writing and Rhetoric (CWR) Instructor: Dr. Susan Wong
- SUTD Entrepreneurship Centre: Jason and Mao
- Babyshark Mentor: Winnie
- MIT15K Mentor: Annabelle and Ravi
Members of Capstone E06 KagaMe Team
Our Team
