Discord Clone Real-Time Chat Platform

A working prototype exposing 20+ REST and WebSocket API groups (guilds, channels, DMs, reactions, files, presence, roles, moderation, search, notifications, templates, audit logs, voice), with security hardening such as environment-variable secrets, CORS allow-listing, input validation and rate limiting.

• WebSocket ConnectionManager: per-room connection tracking, presence broadcasting, and a 10-messages-per-10-seconds per-connection rate limit
• Clean backend layering: routers (API) -> services (business logic) -> schemas (Pydantic validation) for maintainability and testability
• Complete Discord domain model: 20+ tables including Guild, Channel, Category, Role, Message, DM, Reaction, Thread, Ban/Mute/Timeout, AuditLog and VoiceSession
• Security practices: JWT (python-jose), bcrypt password hashing, secrets moved to environment variables, CORS origin allow-list, input sanitization
• Performance work: SQLAlchemy QueuePool connection pooling, indexes on hot fields, time-based message pagination
• Framework-free frontend: componentized vanilla ES Modules SPA, with automatic free-port discovery on startup

• Managing the connection lifecycle and disconnect cleanup for bidirectional real-time messaging while preventing message floods via rate limiting
• Supporting reactions and file attachments for both channel messages and DMs within one data model while keeping queries performant
• Refactoring early hardcoded secrets and a permissive CORS policy into environment-driven, allow-listed secure configuration

• Portfolio reviewers and interviewers
• Technical readers who need a quick view of purpose, stack, and maturity

• Detected technical signals: Python, FastAPI, SQLModel, SQLAlchemy 2.0, Pydantic v2, SQLite, Uvicorn, WebSockets, JWT (python-jose), passlib/bcrypt, JavaScript (ES Modules), HTML5, CSS3, Docker, Nginx
• README evidence exists and can support a fuller reviewed case study
• A public GitHub repository is not verified yet; the portfolio marks it as pending

This case study is generated from the portfolio catalog pipeline using README, Git metadata, package/build configuration, and media signals. The final architecture narrative still needs source-level review. Current detected technology signals include: Python, FastAPI, SQLModel, SQLAlchemy 2.0, Pydantic v2, SQLite, Uvicorn, WebSockets, JWT (python-jose), passlib/bcrypt, JavaScript (ES Modules), HTML5, CSS3, Docker, Nginx.

A public data-flow narrative is not fully reviewed yet. If the project includes data processing, AI pipelines, or backend APIs, the next pass should document input, processing, storage, and UI/output flow end to end.

discord-clone/
  README.md              # project documentation, when available
  source files           # implementation reviewed by local audit
  package/build config   # detected capability signals

This project does not expose a verified runnable web command yet. Review the README/source tree and add exact install, run, test, and build commands before interview use.
No verified build command was detected. Treat the current portfolio page as a case-study placeholder until build steps are reviewed.

• Complete the production-quality README, screenshots, and demo recording
• Add architecture diagrams, data-flow notes, and key technical decisions
• Verify build/test status and update the portfolio release report

• State the current maturity and demonstrable scope first
• Focus on verified stack, source structure, and completed behavior
• Do not claim unverified deployment, video, or test coverage as finished

• Fully wire frontend to backend and add WebSocket client initialization
• Migrate from SQLite to PostgreSQL and adopt Alembic for database migrations
• Add automated tests and CI, and integrate real WebRTC media streaming for voice chat