LCAhead
- Home
- LCAhead
LCAhead — AI-Driven Life Cycle Intelligence Platform
- Arun Sreekumar
Tools: Next.js, PyTorch Lightning, FastAPI, LangChain, Neo4j, Vercel
LCAhead (formerly LCA Intelligence) is an AI-powered sustainability analysis platform developed for Smart India Hackathon 2025. It combines Life Cycle Assessment (LCA) data, Earth-observation feeds, and supply-chain models to predict environmental impact and suggest greener design choices. The system features a conversational LCA assistant, real-time forecasting using NASA and Copernicus data, and AI-driven material substitutions to advance circularity in metallurgy and manufacturing.
Through this project, I learned how AI, data science, and environmental engineering can intersect to create actionable sustainability insights. Building it helped our team explore multimodal ML models, knowledge-graph explainability, and end-to-end SaaS deployment, showing how technology can make sustainability measurable, adaptive, and transparent.