Smart Agriculture Platform for Maharashtra Farmers

Simple, accessible, and highly accurate market forecasts, weather alerts, and government schemes right at your fingertips.

Integrating Official Data From

Live Market Prices

Real-time pricing data across major APMC markets.

Sugarcane (Kolhapur)

Streaming
3150 / Quintal
Market Insights

Calculating vector embeddings...

Chickpeas (Pune Mandi)

Streaming
5200 / Quintal
Market Insights

Analyzing heuristic models...

APMC Market Depth (Live)

Processed via AWS Lambda
Mandi / APMC Commodity Supply Vol. Current Rate (₹) 24h Trend

Government Schemes & Updates

Live news and scheme notifications from Maharashtra agriculture portals.

Live Polling Sources: 14 | Alerts: 2,401

Agri-Climate AI

14-Day Micro-climate forecasting and Crop Suitability Index.

Region: Marathwada

Rainfall Prob. 12%
Drought Risk 84%
Avg Temp 38°C
Crop Suitability Matrix
Sugarcane High Risk
Cotton Moderate
Jowar (Sorghum) Optimal

AI Assessment: Critical water stress detected in topsoil. Sugarcane viability drops by 40% over the next 14 days. Recommend drought-resistant crops (Jowar).

Region: Vidarbha

Rainfall Prob. 78%
Flood Risk 45%
Avg Temp 31°C
Crop Suitability Matrix
Cotton Optimal
Soybean Optimal
Tur (Pigeon Pea) Monitor

AI Assessment: Favorable monsoon trajectory. High probability of optimal vegetative growth for Cotton and Soybean. Monitor low-lying areas for waterlogging.

Hyper-Local Micro-Climate Forecaster

Enter exact farm coordinates (Latitude/Longitude) to run the 3-day meteorological AI model via Open-Meteo.

System Architecture & Scale

Tracking the migration of our local ML pipeline to distributed cloud infrastructure.

Local Telemetry & System Constraints

🧠 Inference Engine (ML)

98% GPU Load

Matrix operations for pricing models maxing out local compute nodes. High latency on concurrent predictions.

🗄️ Timeseries DB

High I/O Wait (412ms)

Disk thrashing detected on queries spanning 4.2M+ historical APMC records. Managed cluster required.

⚡ Scraping Workers

Rate Limited

Local IP pool exhausted. Distributed serverless execution required to maintain 15+ Mandi connections.

🔒 Identity & Access

Bypass Active

Running in local override mode. FPO verification flows require managed cloud IAM integration.

local-dev@agriquant: ~/prototype/aws-migration-test

Yogesh Kadam

Founder, AgriQuant AI | FPC Director

Dedicated to bridging the gap between agronomy and cloud computing. Drawing on firsthand experience as a Farmer Producer Company (FPC) Director in Maharashtra to build highly scalable AWS infrastructure that delivers zero-latency ML models and predictive market insights directly to the farmers who need them most.

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