Abderrahman ES-SEBYITY | AI/ML & Full-Stack Engineer

About

I build machine-learning systems end-to-end, from model design to production deployment, and I ship the full stack around them.

My work spans LLM fine-tuning, retrieval-augmented generation, multi-agent systems, and deep learning for computer vision and NLP. I focus on building systems that work in production: low-latency, multilingual, and grounded in real data.

On the engineering side, I've shipped production web apps, published an npm package, and contributed to Magic UI (21.5k★ open-source library). I combine a strong full-stack background in React, Next.js, Django, and FastAPI with deep AI/ML expertise.

I'm open to AI/ML Engineer and Full-Stack roles, remote or based in Morocco. If you're working on something in applied AI, NLP, or production ML, I'd be glad to talk.

Let’s connect — you can reach out to me anytime at abderrahman.essebyity@gmail.com

Skills

Languages

Python
JavaScript
TypeScript
Java

AI / ML

PyTorch
TensorFlow
Keras
Scikit-learn
Pandas
NumPy
LLM Fine-Tuning (QLoRA)
RAG
LLM/SLM
Machine Learning
NLP (Spacy, Transformers)
Computer Vision
Deep Learning
CNN
Unsloth
Multi-agent Systems

Web Development

React.js
Next.js
Node.js
Express.js
Django
Flask
FastAPI
Spring Framework
JEE
Redux Toolkit
Tailwind CSS

Databases

MongoDB
MySQL
PostgreSQL
Microsoft SQL Server
Oracle
ChromaDB

Tools & DevOps

Git
GitHub
Docker
CI/CD
Streamlit
Jupyter Notebook
LangChain
Ollama
Hugging Face

Experience

April 2024 – September 2024
Frontend Developer · Integral Progress Technology
- Built dynamic pages for the Quality Management module of an ERP system using React, TypeScript, TailwindCSS, and Mantine.
- Spearheaded the development of responsive web applications, enhancing performance and user experience.
- Collaborated with cross-functional teams to translate complex requirements into maintainable code, reducing development time.
- Integrated REST APIs to fetch and render dynamic data, and managed global state with Redux Toolkit.
- Implemented reusable components and state management practices, improving code efficiency for future updates.
- React
- TypeScript
- Redux Toolkit
- TailwindCSS
- Mantine
- Yup
- Formik
- Git
January 2023 – September 2023
Freelance Developer · Freelance
- Created desktop and web applications, delivering tailored solutions to clients.
- Integrated the OpenAI API to automatically generate articles from keywords, enhancing content creation processes.
- Deployed applications on cloud servers, configured production environments, and implemented online databases for scalability and performance.
- Developed web scraping and automation scripts to streamline data extraction and repetitive tasks for clients.
- Python
- OpenAI API
- Web Scraping
- React
- Node.js
- Cloud Deployment
Nov 2022 – Dec 2022
Full-Stack Developer · FSJES Marrakech
- Built a full-stack web application that lets students track the status of their diploma requests in real time, using Django REST Framework for the backend and React on the front end.
- Designed REST endpoints to expose diploma status and student records, with a unique-reference system so each diploma could be located by number.
- Delivered a responsive React interface so students could check their diploma progress without contacting the administration.
- Python
- Django
- Django REST Framework
- React
- JWT
- Bootstrap
- Git
Mar 2022 – Apr 2022
Web Developer Intern · PIXELLEADS
- Designed and developed a comprehensive blog management system for streamlined content creation and categorization.
- Production, integration and deployment of the product to users.
- Testing of achievements and correction of any anomalies.
- JavaScript
- React
- Node.js
- MongoDB
- Jwt
- Git

View Full Résumé (Software)

Education

Oct 2024 - Jul 2026
Master’s Degree in Data Science and Analytics · Université Cadi Ayyad
Predictive modeling, computer vision, and Generative AI. Thesis: agentic multilingual RAG system.
Oct 2023 – Jun 2024
Bachelor’s Degree in Computer Software Engineering · Higher School of Technology of Essaouira - Cadi Ayyad University
Apr 2023
Meta Full-Stack Engineer Certificate · Meta — Coursera
Includes Meta Front-End Developer and Meta Back-End Developer Specializations.
Mar 2023
Meta Front-End Developer Specialization · Meta — Coursera

Projects

Magic UI — Open Source Contribution
- Integrated new components, enhancing the functionality and usability of the Magic UI library.
- Developed and maintained a linting system to ensure code quality and consistency across the project.
- Authored comprehensive installation documentation, improving the onboarding process for new users and developers.
- React
- Next.js
- Shadcn
- Tailwind CSS
- Git
EsteQuiz : University Exam Platform
- Developed a comprehensive exam platform.
- Designed with a user-friendly interface for seamless student experience.
- Empowered teachers with advanced administrative capabilities for efficient exam management.
- React
- Node.js
- Express
- MongoDB
- Zustand
- Git
- Chakraui
- Jwt
Express API Initializer : npm package
Tool designed to streamline the process of generating Express.js applications
- Commander
- Typescript
- Node.js
E Student Rent
- This web site helps you to find the right rent offer that meets your budget
- List your property in a few minutes and reach thousands of students every day.
- Get the best offers for students depending on your city or your university
- Perhaps you're looking for somewhere close to your university or whatever you're looking for, we'll help you find it.
- React.js
- Next.js
- tailwind.css
- Node.js
- Express.js
Find Your Pet
- Designed and developed a platform that helps reunite lost or adoptable animals with their families.
- Built with a full-stack architecture using React.js and Tailwind CSS on the frontend, Django REST Framework on the backend, and PostgreSQL for data storage.
- React.js
- Tailwind CSS
- Django
- Django REST Framework
- PostgreSQL
- JWT