Dairy Farm ERP & Livestock Lifecycle Platform
AgriTech Livestock Management, Milk Yield Tracking & Predictive Breeding System
A comprehensive AgriTech livestock ERP system built to manage cattle genealogies, track automated daily milk yields, schedule veterinary breeding cycles, calculate feed conversion ratios, and generate farm profitability analytics.
Key Verified Outcomes & Results
Commercial dairy farms struggled with pen-and-paper logging of cattle health, missed breeding windows resulting in significant lactation drop-offs, and lacked visibility into individual cattle feed-to-milk ROI.
Created a robust Flutter application equipped with RFID tag scanning, daily yield charts, AI-assisted heat cycle and gestation predictive calendars, veterinary treatment logs, and multi-farm administrative dashboards.
Domain-Driven Design + BLoC/Riverpod + Microservice Backend
Features an offline-first data sync engine designed for rural farm networks, communicating with a Node.js Fastify API layer backed by PostgreSQL for analytical rollups and Redis for hot cattle cache queries.
1. RFID Tag Scan
Farm worker scans ear-tag via camera or BLE RFID scanner.
2. Local Cache Lookup
Instant display of lactation curve, health status, and vaccination alerts.
3. Yield Batch Record
Worker inputs morning milk batch and quality metrics.
4. Cloud Analytics Aggregation
Backend computes herd-level yield projections and profit margins.
Core Engineering Features & Capabilities
Complex Engineering Challenges & Technical Solutions
Challenge #1Complex Biological Heat & Gestation Predictive Algorithms
Accurately forecasting 21-day heat cycles with variable animal anomalies.
Built a statistical forecasting module incorporating historical cycle variances, age, breed genetics, and behavioral observations with customizable alert thresholds.
Challenge #2Harsh Sunlight & High-Glance Outdoor UI Requirements
Farm operators found standard mobile UIs unreadable in direct agricultural sunlight.
Designed a high-contrast theme with oversized touch targets (minimum 48dp), high-luminance typography, and quick single-thumb workflow navigation.
Complete Technology & Tooling Stack
Key Architectural Takeaways
- Hardware interoperability (BLE scanners and smart milk meters) requires rigorous reconnect state machines.
- Simplicity and extreme contrast are paramount for field applications used in non-office environments.