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AIMobileDashboard2026

HealthLens AI

A mobile hybrid application designed to help users understand laboratory results through OCR, structured data extraction, AI interpretation, and health visualization.

HealthLens AI dashboard preview

Overview

HealthLens AI turns hard-to-read laboratory documents into structured, understandable health insights. Users capture a lab result with their camera, the app extracts values with OCR, structures them into clean data, and presents AI-assisted interpretation alongside trends and a health dashboard.

Problem

Laboratory results can be difficult for non-technical users to understand when presented only as raw medical values.

Solution

Convert laboratory documents into structured data using OCR and provide AI-assisted interpretation through a mobile-friendly dashboard.

Key Features

  • Laboratory result OCR
  • AI interpretation
  • Structured laboratory data extraction
  • Health dashboard
  • Health score
  • Trend visualization
  • Medication reminders
  • PDF export

Architecture

  1. 1 Image or camera input
  2. 2 OCR processing
  3. 3 Structured data extraction
  4. 4 AI interpretation
  5. 5 Firebase storage
  6. 6 Dashboard visualization

My Contribution

Developed the mobile hybrid application, implemented OCR processing, integrated AI services, handled structured laboratory data, and developed dashboard visualization.

Challenges

  • Varying photo quality of laboratory documents affecting OCR accuracy
  • Structuring inconsistent lab formats into clean, comparable data

Results

  • Usable mobile flow from photo capture to interpreted result
  • Dashboard presenting trends in an accessible visual form

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