Project Overview
We developed a cross-platform mobile application designed to connect patients and doctors seamlessly. The app goes beyond just appointments; it brings innovation with A I-powered beauty touch-ups, advanced face/body mapping, and interactive image capture for a smooth user experience.
Features:
Project Snapshot
Platforms:
iOS & Android (Website • App Store)
Users:
Male Patient, Female Patient, Doctor
Problem:
Build a smart beauty app with AI touch-ups, area mapping, and seamless multi-flow appointment booking.
Outcome:
Fast, elegant mobile experience with precise mapping, smooth navigation, and reliable bookings.
The Vision
Patients should be able to:
- Tap exact face/body zones (by gender) to explore treatments
- Capture, re-edit, and compare images with AI effects
- Book the right appointment from anywhere in the journey, doctor profiles, offers, or mapped areas
Doctors should get:
- Intuitive booking requests tied to mapped concerns
- Clear patient context and photos to make decisions faster
Challenges We Solved
Face & Body Dot Area Mapping
- Precision: Different anatomy for male/female meant separate masks and dot coordinates.
- Responsiveness: Mapping had to scale perfectly across phones/tablets and aspect ratios.
BytePlus Effect SDK (Native)
- Capture → Re-edit: Users needed to retake or reapply effects without artifacts.
- Custom Controls: Reset layers, manage states, and keep performance high.
Role-Specific UX (3 Roles)
- Flows: Male Patient, Female Patient, and Doctor each require unique journeys and permissions.
- Clarity: No cross-role leakage; frictionless navigation.
Multi-Scenario Appointments
- Paths: “Book Now” from a doctor profile, offers-based booking, and area-based booking from mapped zones.
- Stability: All flows must co-exist with shared services and never clash.
Our Solutions
- Responsive geometry: We compute relative pixel points based on live device dimensions to position dots and heatmaps accurately.
- Gender-specific overlays: Separate face/body masks per gender ensure correct tap targets and info panels.
- Snappy UX: Optimized Flutter canvases keep interactions smooth at 60fps.
- Full control: BytePlus Effect SDK integrated at the native layers for low-latency capture, exposure controls, and clean re-edit cycles.
- Reusability: Robust state management to reset images and reapply effects without memory leaks.
- Future-ready: Hooks for adding new filters/effects without breaking flows.
Pixel-Perfect, Gender-Aware Mapping
Native BytePlus Integration (iOS & Android)
GetBeauty.AI uses advanced AI to deliver personalized beauty experiences with real-time facial mapping, realistic previews, and secure, privacy-compliant image processing. Its intelligent models adapt filters to each user’s features for precision results. Continuous optimization ensures smooth performance, accuracy, and a natural, confidence-boosting experience.
- Role engines: Dedicated route maps for Male/Female Patients and Doctors, backed by a permission layer.
- Clear CTAs: Patients see discovery & booking; Doctors see schedules, profiles, and requests.
- Three primary flows:
Doctor → Book Now Offers → Book Face/Body Map → Select Area → Book
- Conflict-free: Centralized scheduler service and idempotent API design prevent double bookings and state drift.
- Edge cases: Time-zone handling, calendar conflicts, cancellation windows, and reminders.
Role-Based Navigation & Guardrails
Flexible Appointment Booking
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What Users Can Do (Feature Highlights)
For Patients
- Explore by area: Tap exact face/body zones to view concerns, treatments, and doctor options.
- Capture & compare: Take photos, apply AI touch-ups, and re-edit later.
- Book your way: From doctor profiles, limited-time offers, or mapped areas same smooth checkout.
- Personalization: Gender-specific guidance; saved sessions for longitudinal comparisons.
For Doctors
- Context-rich requests: Incoming appointments include selected area(s), notes, and photos (with consent).
- Calendar clarity: Availability windows, buffers, reminders, and simple rescheduling.
- Secure access: Role-based controls with audit trails.
Architecture & Tech
- Mobile Apps & Admin: Flutter + React.js
- SDKs Integrated: BytePlus Effect SDK (capture & re-edit)
- Backend: Node.js (API-first)
- Containers & Database: Docker & PostgreSQL
- Platforms: Android & iOS (native SDK configs)
- Cloud Platform & Access Control: Firebase + role-based UI logic (RBAC)
Design Language & Style Guide
Typography
Aa
Montserrat
- Light
- Regular
- Medium
- Semibold
- Bold
Color
#FFA190
#AA4EEB
#7D30B4
#008080
Product Quality & Safeguards
Performance:
Lazy-loaded assets, compressed textures, and cached overlays keep UI fluid.
Reliability:
Automated tests for booking conflicts, race conditions, and multi-path flows.
Privacy & Consent:
Explicit capture consent; secure storage and transmission of images; role-based access to sensitive data.
Analytics:
Funnel tracking for each booking path (doctor, offer, area) to optimize conversions.
Why This Works
Why This Works
Human-centric mapping: Gender-specific dot placement increases confidence and engagement.
Re-edit without friction: Image resets and effect reapplies feel natural, encouraging repeat use.
Role clarity: Tailored journeys reduce cognitive load, improving completion rates.
Any-path booking: Users don’t have to “remember the right flow”; every path ends in a clean checkout.
Development Approach
Discovery & Blueprint:
User roles, flows, KPIs; risk mapping for mapping precision and SDK behavior.
Prototype:
Validated geometry scaling, BytePlus capture loops, and core booking paths.
Launch & Hypercare:
Production monitoring, user feedback loops, and rapid fixes.
Build:
Modular services, clean-state management, and native SDK controls.
QA & Hardening:
Device matrix, screen ratios, low-memory tests, time-zone & calendar edge cases.
Launch & Hypercare:
Production monitoring, user feedback loops, and rapid fixes.
Patient
Doctor
What’s Next (Roadmap Ideas)
Before/After timelines for treatment progress
Doctor chat with guided triage and smart FAQs
Offer personalization based on mapped areas and history
Accessibility upgrades: voice-over hints for dot areas; haptic feedback
The Result
The Result
A polished, cross-platform beauty app that makes advanced face/body mapping feel effortless, pairs it with AI image touch-ups, and guides users to the right appointment through any entry point without conflicts or confusion.
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