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What I Built
Farmers need treatment guidance even when the primary AI path fails. I engineered the hybrid backend where Groq Llama 3.3 Versatile is the consultation engine with automatic fallback to Llama 3.1, plus a dedicated auth microservice — source available on GitHub.
Architected the React frontend and a hybrid backend combining Python LLM services with Node.js microservices.
Integrated Groq Llama 3.3 Versatile as the consultation engine with automatic fallback to Llama 3.1 for service stability.
Built a dedicated Node.js microservice for account security features and email-based password recovery.
Used Firebase Authentication and Firestore Database for secure, real-time user data management.