Getting Started with Machine Learning in Python
A beginner-friendly guide to building your first ML model using scikit-learn and understanding the fundamentals.
I'm Youssef Sina, a Full-Stack Developer. I craft secure, scalable backends and fluid frontends using modern web technologies.
I am a dedicated Full-Stack Developer based in Tikiouin, Agadir, Morocco. Currently dealing with the final year of my Diploma at CMC Agadir, I have developed a strong foundation in both frontend and backend technologies.
My passion lies in architecting secure systems. I don't just write code; I design solutions that are scalable and efficient. Whether it's optimizing Pydantic validation schemas or managing complex state, I enjoy technical challenges.
Arabic, English (B2), French (B1)
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RBAC & JWT implementation
Sub-100ms API optimization
Linux & Docker workflows
React & Laravel/FastAPI
The languages, frameworks, and tools I use to bring ideas to life.
A selection of my recent work in full-stack development and architecture.
Enterprise-grade authentication infrastructure with a decoupled Next.js frontend and FastAPI backend.
Developed a decoupled full-stack system using Laravel as the REST API and React for the frontend.
Built a modern fitness workout generator with an interactive muscle targeting system and smart exercise recommendations using Next.js 14 and PostgreSQL.
My academic background
Focusing on modern web architecture and scalable systems.
I write about web development, backend architecture, and my journey as a developer.
A beginner-friendly guide to building your first ML model using scikit-learn and understanding the fundamentals.
Master Git workflows with practical examples of branching, merging, and rebasing for team collaboration.
Understanding the math behind neural networks by implementing one without any ML frameworks.
How studying physics for a year shaped my problem-solving approach in software development.
I'm currently looking for new opportunities. Whether you have a specific project or just want to discuss backend architecture, feel free to reach out.