Active Language: Konkani (Goa)

Federated Data Lake

Privacy-preserving data aggregation & continuous model retraining for Goan agriculture.

14 NodesActive Taluka Servers
18.4 TBTotal Federated Storage
AES-256On-Device Anonymization
3.2k KM²Geospatial Coverage

Active Catalogs

Paddy Disease Morphology

Source: District Extension Scans

4.2 GB 12 Peer Nodes
Verified

North Goa Soil Telemetry

Source: LoRaWAN Mesh Net

1.8 GB 42 Peer Nodes
Streaming

Konkani Dialect Corpus

Source: Voice RAG Interactions

820 MB 5 Peer Nodes
Encrypted

Cashew Yield Prediction

Source: Fused Satellite + IoT

12.4 GB 8 Peer Nodes
Processing

Continuous Model Retraining

Federated learning pipeline allows model updates without raw data leaving local district nodes. YOLOv8 weights are averaged every 24 hours to improve "Rice Blast" detection in South Goa talukas.

Last Train4h 12m ago
mAP Improvement+1.24%

Data Governance

Privacy Protocol
Geospatial ObfuscationEnabled
PII Scrubbing (Whisper)Enabled
Differential Privacy LevelHigh (ε=0.1)
Storage Health
65% Utilized12.4 TB Available

Federated Nodes

Ponda Taluka Edge
L-64ms
Canacona Hub
L-64ms
Bicholim Data Unit
L-64ms