crop-insurance

Decentralized Crop Insurance Solution

Introducing Fasal Saathi - our agentic voice co-pilot that files crop-loss claims in 15 Indian languages. It navigates, shoots, and submits. On-device anti-spoof vision + satellite ground-truth. A human still decides. Nothing auto-pays.

This repository centralizes my research outputs, analytical tools, and resources dedicated to United States agricultural safety net programs.

Tools to estimate Federal Crop Insurance Program (FCIP) demand

Parametric crop insurance on SBI YONO Kisan — 4-oracle quorum · live ML (AUC 0.83) · sub-3s payout · 27/28 India Stack. SBI GFF 2026.

Next.js app offering crop recommendations, yield predictions, and insurance advice with an AI chatbot using Gemini's Gen AI API. It integrates Random Forest, KNN models, and weather risk analysis via a Flask backend, featuring a sleek, farmer-friendly interface enhanced by Framer Motion.

Testing whether satellite-measured vegetation health (NDVI) predicts the Area Yield Index used by USDA's STAX and ARPI cotton insurance programs, and where the two disagree.

Crop Insurance Calculator V2

A digitized crop insurance platform that bridges the "Climate Casualty" gap for farmers, NGOs, and insurers. Replaces slow paper claims with instant visual geotagging and automated satellite weather correlation check.

ElizaOS plugin for GAUGE — verifiable, screening-level environment / agriculture / power-grid / shipping / SEC-filing signals for AI agents. Pay-per-call in USDC on Base via x402, no API key.

[Harvard's Impact Challenge] A mobile application to increase the crop insurance literacy among Indian farmers and speed up the insurance claim process.

Machine learning system to predict insurance claim likelihood in advance so that insurers and government agencies can prioritise resources.

Agro Insurance ERP for managing crop insurance, claims, weather risks, and agricultural insurance operations. Built with APPNEURAL.

Climate Insurance Design and Performance Analysis

Buy shipping labels across carriers in two paid API calls—rate-shop, purchase, and receive base64 PDFs instantly.

🌾 Decentralized parametric crop insurance platform for Brazilian farmers. Built on Fuel Network with automated climate-based payouts for soybean and rice protection.

COUNTRY Financial — independent third-party profile of a public API surface, by API Evangelist. COUNTRY Financial is the marketing name for an Illinois-headquartered family of affiliated insurance and financial services companies that includes COUNTRY Life Insurance Company, COUNTRY Mutual Insurance Company, COUNTRY Casualty Insurance Company, COUN