Skip to content
View Kayr0r404's full-sized avatar

Block or report Kayr0r404

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Kayr0r404/README.md

Hi, I'm Karabo Mahlare

🎓 Mathematics Graduate
💻 Software Developer | Full Stack Developer | AI Engineer
📍 Johannesburg, South Africa


My Journey

I started in Mathematical Sciences, where I developed strong analytical and problem-solving skills.
I’ve since transitioned into software engineering, focusing on backend systems and scalable architectures.

My work is centered around building systems that are structured, maintainable, and production-ready.


Current Focus: Microservices Architecture & API Gateway

I am currently designing and developing a microservices-based system with a strong focus on scalability, modularity, and real-world deployment readiness.

Architecture Overview

The system is structured into independent services, each responsible for a specific domain:

  • Authentication Service

    • Handles login and registration
    • Issues and validates JWT tokens
    • Manages access control
  • User Service

    • Manages user profiles and data
    • Handles updates and user-specific operations
    • Works in coordination with the Auth service for secure access
  • API Gateway (In Progress)

    • Acts as a single entry point for all client requests
    • Routes requests to appropriate services
    • Handles authentication verification before forwarding requests

Key Concepts I’m Implementing

Service-to-Service Communication

  • Secure communication between Auth and User services
  • Token validation across services
  • Separation of concerns while maintaining integration

API Gateway Design

  • Centralized routing layer
  • Request forwarding and response aggregation
  • Middleware for authentication and logging

Authentication Flow

  1. Client logs in via Auth Service
  2. Auth Service returns JWT token
  3. Client sends token with each request
  4. API Gateway validates token
  5. Request is forwarded to the appropriate service

Scalability & Modularity

  • Services can be deployed independently
  • Each service has its own responsibility and logic
  • System designed to scale horizontally

Technologies Used

  • FastAPI for high-performance backend services
  • Flask for modular service development
  • Node.js / Express for API structuring
  • JWT for authentication
  • SQLAlchemy for database abstraction

What I’m Learning Through This

  • Designing production-grade backend systems
  • Structuring API Gateways similar to real-world systems (e.g., Netflix, LinkedIn)
  • Handling distributed system challenges
  • Managing authentication across multiple services
  • Building systems that are scalable, secure, and maintainable

Tech Stack

Languages:
Python | Java | JavaScript | TypeScript | C | MATLAB

Frontend:
React

Backend:
FastAPI | Flask | Node.js | Express

Database:
PostgreSQL | MySQL | MongoDB | Pinecone

Tools:
Git | Docker | REST APIs | Babel | Mocha | ESLint


Key Projects

🛒 E-commerce Platform

  • Full-stack system built with React and Flask
  • JWT-based authentication
  • Product, cart, and order management
  • Stripe integration (in progress)

⚙️ Backend Systems & APIs

  • Structured Express servers with controllers
  • Built reusable backend architectures
  • Implemented file handling and server-side logic

Current Goals

  • Build a production-ready API Gateway
  • Implement rate limiting, caching, and logging
  • Containerize services using Docker
  • Move towards cloud deployment

Career Direction

I am focused on becoming a Backend Engineer specializing in distributed systems, with strong skills in:

  • Microservices architecture
  • API design and system integration
  • Scalable backend infrastructure

Let’s Connect


Personal Insight

I enjoy designing systems where each component has a clear responsibility and works seamlessly with others.
My goal is to build software that is not only functional, but structured for scale.

Popular repositories Loading

  1. zero_day zero_day Public

    This is my first repository as a full-stack engineer

    C 1

  2. alx-zero_day alx-zero_day Public

    I'm now a ALX Student, this is my first repository as a full-stack engineer

    Shell 1

  3. AirBnB_clone_v2 AirBnB_clone_v2 Public

    Forked from justinmajetich/AirBnB_clone

    HTML 1 1

  4. kayr0r404.github.io kayr0r404.github.io Public

    HTML 1

  5. RW214 RW214 Public

    Java

  6. RW144 RW144 Public

    Java