Machine LearningPythonNumPy
Getting Started with Machine Learning in Python
A beginner-friendly guide to building your first ML model using scikit-learn and understanding the fundamentals.
December 20, 20255 min read
Read moreAvailable for new opportunities
Building digital
experiences that matter.
I'm Youssef Sina, a Full-Stack Developer. I craft secure, scalable backends and fluid frontends using modern web technologies.
Behind the Code
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.
Languages
Arabic, English (B2), French (B1)
Resume
Download PDF
SecureAuth
RBAC & JWT implementation
Performance
Sub-100ms API optimization
DevOps
Linux & Docker workflows
Full-Stack
React & Laravel/FastAPI
Technical Arsenal
The languages, frameworks, and tools I use to bring ideas to life.
Languages
PythonPHPJavaScriptSQLBash
Frameworks
ReactLaravelNumPyRedux ToolkitNext.js
Backend & DB
MySQLREST APIsRBAC
Tools & DevOps
GitLinuxVS CodeDocker
Featured Projects
A selection of my recent work in full-stack development and architecture.
SoussFlow — Smart Irrigation Platform for Olive Farms
Full-stack IoT irrigation management platform for olive farms in the Agadir region, with real-time sensor monitoring (soil moisture, temperature, pump status) by agricultural zone.
Next.js 16TypeScriptFastAPIRedux ToolkitOpenAI APIDocker
Integrated an AI assistant (OpenAI API) generating contextualized irrigation recommendations and 7-day forecasts, fed dynamically by live farm sensor data.
Automated multi-channel critical alerts via WhatsApp (Wassender API) for real-time farmer notifications.
3-tier RBAC system (super admin, farm owner, employee) with X-Farm-ID context header on every API request.
Bilingual Arabic/French interface with full RTL support (next-intl) and auto-generated TypeScript types from the OpenAPI schema (RTK Query codegen).
LocaMate — Equipment Rental Platform
Full-stack platform connecting equipment owners and renters, with complete role management (renter, owner, admin) secured via JWT.
Next.jsNode.jsMongoDBSocket.IOJWTDockerKubernetes
End-to-end booking workflow: request → approval → simulated payment → tracking → return, with automatic late penalty calculation and deposit management.
Real-time internal messaging module (Socket.IO) between renters and owners, coupled with an event-driven in-app notification system.
Document-oriented MongoDB data model with 9 collections and dispute management with admin arbitration (evidence, decision, closure).
WorkoutNow - Fitness Generator
Built a modern fitness workout generator with an interactive muscle targeting system and smart exercise recommendations using Next.js 14 and PostgreSQL.
Next.jsTypeScriptPrismaPostgreSQLTailwind CSSZustand
Designed an interactive SVG body map for intuitive muscle group selection with real-time visual feedback.
Implemented smart workout generation matching exercises to available equipment and targeted muscles.
Built modern glassmorphism UI with animated backgrounds and dark/light mode support.
Utilized Zustand for efficient state management across multi-step workout wizard.
Adsolution — Performance Marketing Agency
Full-stack marketing agency landing page for a Moroccan digital performance agency, converting Meta & TikTok ad budgets into real sales for Moroccan brands.
Next.js 15TypeScriptTailwind CSSFramer Motionnext-intlEmailJS
Built a bilingual (Arabic/French) landing page with next-intl locale routing and smooth page transitions via Framer Motion.
Integrated a free audit form with EmailJS and a Calendly booking confirmation flow for lead capture.
Designed an animated client logos marquee, audio/video testimonials (Wistia), and glassmorphism UI components.
Delivered results bento cards and a strategy section showcasing campaign case studies with real client data.
Education
My academic background
CMC Agadir (OFPPT)2024–Present
Diploma in Full-Stack Development
Focusing on modern web architecture and scalable systems.
FS Agadir2023–2024
Physics (1 year completed)
High School2023
Baccalaureate in Science
Blog
Thoughts & Insights
I write about web development, backend architecture, and my journey as a developer.
GitDevOpsVersion Control
Git Branching Strategies Every Developer Should Know
Master Git workflows with practical examples of branching, merging, and rebasing for team collaboration.
December 15, 20254 min read
Read moreNeural NetworksPythonNumPy
Building Neural Networks from Scratch with NumPy
Understanding the math behind neural networks by implementing one without any ML frameworks.
December 10, 20256 min read
Read moreCareerLearningPersonal
My Journey from Physics to Full-Stack Development
How studying physics for a year shaped my problem-solving approach in software development.
December 5, 20253 min read
Read moreLet's work
together.
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.