Perfect Skin Adviser

Inspiration

Skincare is deeply personal, yet most people receive generic advice. We wanted to build an AI advisor that analyzes your actual skin condition and delivers personalized recommendations — powered by cutting-edge AI infrastructure.

What We Built

Perfect Skin Adviser is an AI-powered skincare analysis and recommendation web app:

1. Skin Analysis — Upload a photo, Perfect Corp's YouCam AI analyzes pore size, oiliness, age spots, and eye bags
2. AI Recommendations — Nvidia Nemotron-3-Super-120B generates personalized skincare routines based on your results
3. Resilient Infrastructure — TrueFoundry AI Gateway routes inference with automatic failover across providers

How We Built It

• Frontend: Streamlit web app
• Skin Analysis: Perfect Corp YouCam API
• Agent Framework: Hermes Agent running on VPS, powered by Nvidia Nemotron on Crusoe Cloud Managed Inference
• LLM Routing: TrueFoundry AI Gateway (Priority 0: Crusoe Nemotron → Priority 1: OpenAI fallback)
• Resilience: Real-time provider status monitoring with automatic failover

Challenges

• Integrating Perfect Corp's multi-step async API with real-time UI updates
• Configuring TrueFoundry Virtual Models with priority-based routing to Crusoe Cloud
• Making Hermes agent work with custom Crusoe inference endpoint

What We Learned

• How enterprise AI gateways handle LLM failover in production
• Nvidia Nemotron's capabilities for domain-specific recommendations
• Building resilient multi-provider AI systems

Built With

• crusoe-cloud
• hermes-agent
• nvidia-nemotron
• perfect-corp-youcam-api
• python
• streamlit
• truefoundry-ai-gateway