Case Study
HEALTHFUEL.COM — Fit Dashboard
HealthFuel Application
Dashboard
NutritionPreviewProject Purpose
A personalised fitness and nutrition dashboard designed for athletes and health-conscious individuals. The platform brings together workout tracking, macro logging, and progress analytics in a single cohesive experience — replacing spreadsheets and five separate apps.
Collaborators
Karim Adel
(Backend Engineer)
Nour Mahmoud
(UI/UX Designer)
Tools & Technologies
Key Features
Smart Health Ingestion
Normalises payloads from Apple HealthKit, Google Fit, and Garmin into unified daily charts.
Macro Barcode Scanner
Instant camera scanning and AI food recognition with sub-second nutritional breakdown.
Live Biometrics
Dynamic interactive charts visualizing sleep cycles, heart rate variability, and workout intensity.
App Screens
01Dashboard
Personalised Fitness Overview
Every key metric — calories, macros, steps, sleep — visible at a glance. Charts update in real-time from wearable integrations and manual logs, giving users a complete picture of their health.
02Nutrition
Smart Macro Logger
Log meals by barcode scan, voice input, or text search. The AI-powered suggestion engine learns from user habits and pre-fills common meals, cutting logging time from 3 minutes to under 20 seconds.
Problems & How We Solved Them
Inconsistent wearable API data formats across devices
Built a normalisation layer that maps HealthKit, Google Fit, and Garmin payloads to a single internal schema. Added a validation step with user-friendly error messages when sensors report anomalous values.
Outcomes
0
Active users
0
Log time reduction
0
App store rating
0
Completion