S
FeaturedSupply-Chain Optimization with RL
A reinforcement-learning agent that optimizes supply-chain management decisions, learning ordering and inventory policies through reward-driven training.
PythonReinforcement LearningNumPy
Open to work & collaboration
Atoui Abderahman Yakoub
AI / ML & Backend Engineer
I'm an AI & Data Science engineer with 3+ years of hands-on experience across the full stack — from scalable Django APIs in production to deep-learning models for real-world problems. I care about clean, maintainable systems and about putting models where they actually create value.
Sétif, Algeria
3+
Years building software
7+
Shipped projects
Backend & Full-Stack Engineering
Scalable web platforms, secure REST APIs and the infrastructure that keeps them running.
- Django & Django REST Framework
- Authentication, payments & third-party APIs (Stripe, HubSpot)
- PostgreSQL / MySQL / MongoDB, ORM optimization, Redis & Celery
- Docker, GitHub Actions (CI/CD), VPS deployment
Machine Learning & Data Science
Predictive modeling, time-series forecasting and computer vision applied to concrete problems.
- Deep learning with PyTorch & TensorFlow
- Time-series forecasting (BiGRU + Temporal Attention)
- Computer vision with OpenCV, feature engineering
- Reinforcement learning & combinatorial optimization
Selected Work
View all projects →Things I've built
Experience
Where I've worked
Full-Stack Developer
2023 — PresentFreelance & Client ProjectsBackend / Full-Stack
- Designed, built and maintained scalable web applications and backend systems in Python & Django.
- Built REST APIs, secure authentication and integrations with third-party services (Stripe, HubSpot).
- Developed responsive React frontends and collaborated on end-to-end delivery.
- Optimized database performance, added caching, and deployed with Docker, VPS & GitHub Actions (CI/CD).
Time-Series Deep Learning Project
2025 — 2026ESTIN — Final-Year ProjectDeep Learning
- Built a deep-learning model for time-series forecasting on a real-world prediction problem.
- Full pipeline ownership: data preprocessing, feature engineering, training and evaluation.
Toolkit
Skills & technologies
Backend
PythonDjangoDjango Rest FrameworkREST API DesignSwaggerPostgreSQLMySQLMongoDBRedisCeleryDjango Channels
Frontend
HTMLCSSJavaScriptReact
Other
AgileScrum
Tools
PostmanGitGitHubDockerPytestUnittest
LanguagesEnglish · ProfessionalFrench · ProfessionalArabic · Native
Credentials
Certifications
SQL Associate Certificate
DataCamp
Supervised Machine Learning: Regression & Classification
DeepLearning.AI / Stanford
Unsupervised Learning, Recommenders, Reinforcement Learning
DeepLearning.AI / Stanford
Beyond the job
Competitions & contributions
2024
3rd Place — TrainIT Datathon 2024
Machine-learning solutions for real-world challenges, ranked top 3.
2026
IEEE EDiS 2026 — Paper Submission
Submitted a scientific paper to the IEEE EDiS conference.
2023 - 2025
CSE AI Challenges
Took part in multiple AI competitions and challenges.
Let's talk
Have a problem worth solving?
Whether it's a backend that needs to scale or a model that needs to ship, I'd be glad to hear about it. I'm open to work & collaboration.