AI-Powered Platform - Advanced Machine Learning Solutions

AI-Powered Platform - Advanced Machine Learning Solutions

Full-stack creator platform with Next.js 15, TypeScript, Prisma, MongoDB, and AI integration. Features social auth (Google & Facebook), Stripe payments, Cloudinary media, Resend email, Redis/BullMQ job queues, and OpenAI-powered features.

34 views

About AI-Powered Platform

A full-stack creator platform built with Next.js 15 and TypeScript, featuring AI-powered capabilities, social authentication, payments, media management, and real-time job processing. The system demonstrates production-grade architecture with Prisma, MongoDB, Redis, Stripe, Cloudinary, and OpenAI integration.

Technical Architecture

Frontend & Application:

  • TypeScript: Type-safe application code and shared types across client and server
  • Next.js 15: App Router, Server Components, API routes, and full-stack rendering
  • React 18: Component-based UI with hooks and concurrent features
  • Tailwind CSS 4: Utility-first styling with PostCSS
  • Framer Motion: Animations and micro-interactions
  • React Hook Form + Zod: Form handling and validation

Backend & Data:

  • Prisma: ORM with MongoDB provider for type-safe database access
  • MongoDB: Document database for users, creators, listings, reservations, and app data
  • NextAuth: Social login (Google, Facebook) and session management
  • Redis + BullMQ: Job queues and background processing (e.g. abandoned cart emails, workers)
  • Stripe: Payments and subscription handling

Media & Integrations:

  • Cloudinary: Image upload, CDN, and transformations (next-cloudinary)
  • Resend: Transactional email delivery
  • OpenAI: AI-powered features (e.g. support reply suggestions, content improvement)
  • Supabase: Optional auth or data integration

Maps & UX:

  • Leaflet + React-Leaflet: Location selection and map components
  • Country autocomplete: World countries and flags (world-countries, react-world-flags)
  • Recharts: Data visualization and analytics

Infrastructure & Quality:

  • Vercel: Deployment and serverless/edge execution
  • Jest + React Testing Library: Unit and integration tests
  • ESLint + Next lint: Code quality and consistency
  • pnpm: Package management and reproducible installs

Technology Stack

Frontend & Core:

  • TypeScript: Strict mode and modern tooling
  • React 18: UI with Server Components support
  • Next.js 15: App Router, API routes, middleware
  • Tailwind CSS 4: Styling with @tailwindcss/postcss
  • Framer Motion: Animations
  • React Hook Form, Zod: Forms and validation

Backend & Database:

  • Prisma: MongoDB ORM, migrations, and seed scripts
  • MongoDB: Primary database
  • NextAuth: OAuth (Google, Facebook) and credentials
  • BullMQ, ioredis: Redis-backed job queues and workers

Payments & Media:

  • Stripe: Checkout, subscriptions, and Stripe.js
  • Cloudinary / next-cloudinary: Image upload and CDN
  • Resend: Email sending
  • OpenAI: AI APIs for platform features

Data & Visualization:

  • Recharts: Charts and dashboards
  • Leaflet, react-leaflet: Maps and location UI
  • Sharp: Image processing on the server

Testing & DevOps:

  • Jest, @testing-library/react: Testing
  • GitHub Actions (referenced in scripts): CI and security scans (e.g. CodeQL, security scans)
  • Vercel: Hosting and deployment

Core Capabilities

Creator & Listing Management:

  • Creator profiles and listings with server-side data fetching
  • Image upload and Cloudinary CDN integration
  • Location selection with map component and country autocomplete
  • Reservations and booking flow

Authentication & Users:

  • Social login with Google and Facebook via NextAuth
  • Role-based access (e.g. admin, user) and session handling
  • Secure auth and Prisma-backed user/account models

Payments & Orders:

  • Stripe integration for payments and refunds
  • Order and refund workflows (e.g. approve refund, send/improve emails via AI)

AI-Powered Features:

  • OpenAI integration for support reply suggestions and content improvement
  • Automated or AI-assisted workflows where applicable

Background Jobs:

  • BullMQ workers (e.g. ghost worker, abandoned cart emails)
  • Cron-style and queue-based job processing with Redis

Admin & Support:

  • Admin dashboard (applications, counts, support inbox)
  • Newsletter popup settings and product/category APIs
  • Security tooling (security:scan, CodeQL, local scans)

Technical Challenges Solved

Full-Stack Type Safety:

  • End-to-end TypeScript with Prisma for type-safe MongoDB access
  • Zod for runtime validation of API and form data

Media & Performance:

  • Cloudinary integration for uploads and optimized delivery
  • Next.js Image and Sharp for server-side image handling

Background Processing:

  • Reliable job queues with BullMQ and Redis for emails and workers
  • Scripts for inventory updates (e.g. Another Love inventory from Excel) and safe seeding

Security & Quality:

  • Security scanning scripts (local and production), CodeQL, and dependency overrides for known issues
  • Test suites including API route tests (e.g. cron abandoned cart) and optional testcontainers

Learning Outcomes

This project demonstrates expertise in:

  • Next.js 15 Full-Stack: App Router, Server Components, API routes, and middleware
  • TypeScript & Prisma: Type-safe backend and MongoDB modeling
  • Auth & Payments: NextAuth (OAuth) and Stripe integration
  • Media & CDN: Cloudinary and next-cloudinary in a Next.js app
  • Job Queues: Redis and BullMQ for background and cron-like workloads
  • AI Integration: OpenAI APIs for support and content features
  • Maps & UX: Leaflet-based location and country selection
  • Testing & DevOps: Jest, security scans, and Vercel deployment

This platform showcases production-ready full-stack development with AI-enhanced features, modern auth, payments, and media pipelines.

Chat with me!