All projectsPROJECT/08
BloodInsights
AI Health Analysis Platform
Web app that reads blood test values and returns personalized health insights: condition summaries, diet recommendations, precautions, and which specialist to consult, powered by Mistral-7B.
View SourceJanuary 2025
BloodInsights · SchematicFIG/08
The Problem
Blood test reports are cryptic: pages of numbers with no context. BloodInsights translates those numbers into plain-language insights, dietary guidance, and specialist referrals.
How It Works
React + Vite Frontend→
Python Flask Backend→
Mistral-7B-Instruct-v0.2 (Hugging Face API)→
Report Storage
Key Features
- Enter blood test values through a simple form and get instant AI-powered evaluation
- Condition summaries based on out-of-range parameter patterns
- Diet and lifestyle recommendations tailored to individual results
- Precautions plus suggestions for which medical specialist to consult
- Report storage with history so results can be compared over time
Technical Highlights
- Automated report analysis with Mistral-7B-Instruct, cutting manual interpretation time by around 80%.
- Full pipeline from a React form to Flask to the Hugging Face inference API, with report storage and history.