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Sai Swasthya Centres: Transforming Primary Healthcare Through Digital Enablement
A Network-Wide Impact Report • May 2025 – January 2026 Introduction Sai Swasthya is a nationwide initiative rooted in compassion and service, dedicated to bringing accessible, dignified, and data-driven primary healthcare to underserved communities across India. At its heart is a simple belief: no one should be denied care because of where they live or what they can afford. With the rollout of the Sai Swasthya HMIS platform in May 2025 —built on the Frappe Health framework—
RameshDharmaraj
12 hours ago2 min read


Revolutionizing Metal Recycling: Scaling AI-Powered Safety and Purity
The metal recycling industry faces a critical challenge: "unwanted items" like lithium-ion batteries and pressurized cylinders can cause catastrophic fires or damage expensive shredders. Manual sorting is often insufficient to catch these hazardous contaminants at scale. By leveraging CircularNet, Google Cloud's AI infrastructure, and Google Maps geospatial intelligence, recyclers can build a robust, predictive system to ensure safety and improve material purity. 1.The Vision
RameshDharmaraj
3 days ago3 min read


The Intelligence of Metal Recovery: Implementing Google’s CircularNet and Cloud Ecosystem
This guide outlines the technical roadmap for building an AI-powered system to identify unwanted contaminants in metal recycling streams. By combining Google's CircularNet models with the infrastructure of Google Cloud and the spatial intelligence of Google Maps, recycling facilities can transform manual sorting into a high-precision, data-driven operation. 1. The Core Engine: Understanding CircularNet CircularNet is an open-source machine learning model developed by Google s
RameshDharmaraj
3 days ago3 min read
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