DNA Prediction System

🎯 DNA Risk Prediction

Predict the likelihood of a patient missing their appointment

💬 Message Optimization

Generate token-efficient, personalized appointment reminders

📊 System Performance

Total Predictions

Avg Tokens/Message

0ms

Avg Response Time

100%

Success Rate

🔗 API Endpoints

                DNA Prediction:

                POST /predict

                https://stoked-elixir-470113-e3.uc.r.appspot.com/predict

                Message Optimization:

                POST /message

                https://stoked-elixir-470113-e3.uc.r.appspot.com/message

                Health Check:

                GET /health

                https://stoked-elixir-470113-e3.uc.r.appspot.com/health

📈 System Architecture

Dual-LLM Design:

Primary LLM: Analyzes patient data and historical patterns to predict DNA risk
Secondary LLM: Generates token-optimized, personalized communication
Retroactive Learning: Continuously improves predictions using historical DNA data

Deployment Info:

Project: stoked-elixir-470113-e3
Platform: Google Cloud Platform
Database: PostgreSQL (34.56.155.156:5432)
n8n Integration: Workflow KrjnL0rpYF3ucPdq
Deployed:

🧬 DNA Prediction System

🎯 DNA Risk Prediction

💬 Message Optimization

📊 System Performance

🔗 API Endpoints

📈 System Architecture