Concept presentationPharmacy
Healthcare / MarketplaceHealthcare marketplace platform connecting clients with nearby pharmacies, laboratories, clinics, hospitals, and independent health practitioners using geo-location.
PRODUCT STUDY / Fitness + AI
Fitness Web & Mobile App
Duolingo-inspired fitness platform with onboarding, personalized workouts, AI chat, nutrition tracking, XP, badges, rankings, subscriptions, and web/mobile parity.
CONCEPT ARTWORK
01 / THE OVERVIEW
Fitness Web & Mobile App - AI Fitness, Nutrition & Gamified Progress Platform
The product needed to feel motivational while coordinating AI assistance, workout generation, nutrition APIs, subscription plans, and progress loops without overwhelming users.
Documented contribution — Shahram Khan
Product planning and delivery coordination across mobile, responsive web, AI features, subscriptions, gamification, and admin operations.
Source: Personal portfolio .
Product planning and delivery coordination across mobile, responsive web, AI features, subscriptions, gamification, and admin operations.
Source: Personal portfolio .
- Industry / category
- Fitness / AI / Gamification / Web + Mobile
- Product roles
- Fitness user · Subscriber · Admin · Coach/content team
- Documented technology / architecture
- Flutter mobile · Responsive web app · Backend/auth/database · ChatGPT API · EDAMAM API · Admin panel · In-app purchases/web payments
- Media classification
- Source-provided concept artwork. No measured performance results or production demo are asserted.
02 / PRODUCT SCOPE
The experience,
piece by piece.
The published project record describes the following product features and delivery considerations. These preserve the documented scope of the study.
- Onboarding questionnaire
- Personalized workouts
- Exercise categories
- Animated exercise demos
- Custom workout generator
- AI chat
- Nutrition tracking
- Ranking/XP/badges
- Leaderboard
- Profile achievements
- Subscription plans
03 / DELIVERY THINKING
Working through
the complexity.
Documented challenges: Balancing habit loops with clear UX; AI and nutrition API boundaries; Parity across web and mobile screens.
- Mapped user roles and permission boundaries before sprint planning.
- Converted discovery notes into scoped BRD/SRS/FRD documentation.
- Coordinated design handoff, backend/API dependencies, QA checkpoints, and release readiness.
- Tracked risks around scope, third-party integrations, privacy, and delivery sequencing.
Documented workflow: User completes onboarding questions and body data setup. → User follows personalized workout categories, animated exercise demos, and custom workout generation. → User tracks nutrition, asks AI chat, earns XP and badges, and checks ranking. → Admin monitors content, plans, and feature readiness..
THE NEXT CHAPTER STARTS HERE
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