Sustainable Materials Platform

AI-driven platform helping fashion brands adopt sustainable materials with LCA benchmarking, cost forecasting, and smart recommendations.

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Inspiration

The fashion industry accounts for 10% of global carbon emissions, yet brands struggle to adopt sustainable materials due to the complexity and uncertainty of costs. We built a platform that makes sustainable material adoption data-driven and straightforward.

What it does

  • Material Database: 10+ sustainable materials with LCA data, certifications, and supplier info
  • AI Matching: Smart recommendations based on cost, durability, and environmental requirements
  • Cost Forecasting: 1-10 year predictions including EU 2027 regulation impact
  • Interactive Comparisons: Side-by-side analysis with sustainability scoring
  • Professional UI: Modern design with smooth animations and responsive layout

How I built it

Tech Stack: React 18, Tailwind CSS, Framer Motion, Flask, Docker, Google Cloud Run

Kiro Integration:

  • Spec-driven development using .kiro/specs/ to maintain architectural consistency
  • Intelligent code generation for complex React components and AI algorithms
  • Sustainability steering via .kiro/steering/ ensuring environmental focus
  • Quality hooks in .kiro/hooks/ for automatic sustainability compliance checks

Challenges I ran into

  • Modelling realistic LCA data and cost forecasting algorithms
  • Ensuring smooth UI performance with complex data visualisations
  • Balancing multiple factors in AI material recommendations
  • Creating a responsive design for interactive charts and tables

Accomplishments that I'm proud of

  • Production-ready platform with realistic data and professional UI
  • Environmental impact: 60-75% COâ‚‚ reduction potential vs conventional materials
  • Technical excellence: <200ms API responses, smooth animations
  • Comprehensive features: Database, forecasting, AI-matching all working seamlessly

What I learned

  • How Kiro's spec-driven development maintains architectural consistency
  • The power of steering files for consistent theming and messaging
  • How AI-assisted development accelerates complex full-stack projects
  • The importance of combining modern UI with sustainability-focused design

What's next for Sustainable Materials Platform

  • Blockchain supply chain traceability
  • Machine learning for improved recommendations
  • Enterprise integrations and multi-tenant support
  • Mobile applications and marketplace features

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