About the Project
Renude is an innovative AI-driven platform that provides personalized skincare solutions by analyzing users' skin conditions and recommending cosmetic and medical products. Led the design and development of the entire platform, overseeing both the frontend and backend while spearheading the AI engine integration for skin analysis, product recommendations, and chatbot.
Key Responsibilities
- Led full-stack development of the AI skincare platform with React, Next.js, Python, and AWS
- Developed CNN-based skin analysis engine using EfficientNet and ResNet models
- Built hybrid recommender system combining content-based and collaborative filtering
- Integrated Stripe for subscriptions and one-time purchases
- Implemented AI chatbot using Rasa and GPT-4 for real-time skincare advice
- Deployed AI models on AWS SageMaker for real-time predictions
- Conducted A/B testing to optimize recommendations, increasing AOV by 25%
Key Features
AI Skin Analysis
CNN-based real-time facial feature extraction and skin condition assessment.
Personalized Recommendations
Hybrid recommender system based on skin conditions and user behavior.
AI Chatbot
GPT-4 and Rasa-powered chatbot providing real-time skincare advice.
User & Admin Dashboards
Management of skincare routines, product recommendations, and user data.
Technologies
ReactNext.jsPythonFlaskFastAPIAWS SageMakerGPT-4RasaStripeReduxAWS EC2
Categories
AISaaSFull StackMachine Learning
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