Healthcare AI
AI Orthopaedics Tool
A medical AI tool that helps surgeons plan operations more efficiently by analyzing X-rays, keeping the doctor in full control.
AI
Django
React
Next.js
React Native
TailwindCSS
MySQL
40%
Faster Planning
15%
More Accurate
Execution & Architecture
Context
Surgeons were spending hours manually planning complex joint replacements using disconnected software tools.
The Challenge
Architecting a clinical workflow that integrates the in-house ML team's segmentation model into a system surgeons trust and adopt.
Scale
5,000+ clinical cases.
Strategy & Safety
Constraints
- Patient privacy
- Fast review times
- Clear reasoning for suggestions
Key Tradeoffs
- Chose a guided manual review process over fully automating the surgery plan.
- Kept features focused on reliability over adding unnecessary complexity.
Structural Decisions
Surgeon in control
The AI acts as an assistant; the doctor always makes the final decision.
Simple data structure
Kept the underlying systems intentionally simple to help ensure patient data remains isolated.