IoT waste-sorting device using computer vision to identify materials, logos and objects and guide correct disposal to reduce recycling and compost contamination. AI/ML-driven predictive analytics on consumer behavior, geo‑spatial and end‑of‑life data for sustainability directors, municipal waste managers, recyclers, advertisers, manufacturers and facility owners.