AYAtoui Abderahman Yakoub
Portfolio

Selected work

A mix of production backends, machine-learning research, and optimization problems — spanning Django platforms, REST APIs, deep-learning models, and operations research.

S
Featured

Supply-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
I
Featured

ITCAN Agricultural Consultancy

A Django backend platform deployed in production, handling client communication and core business workflows for an agricultural consultancy.

DjangoPostgreSQLDockerREST API
S
Featured

SimouDZ — Appointment Booking

Django backend for an appointment-booking system with file uploads, role-based admin validation and optimized ORM queries.

DjangoDjango REST FrameworkPostgreSQLORM Optimization
F

Flood Prediction from Sensor Time-Series

Final-year thesis project. A BiGRU model with a temporal-attention mechanism that predicts floods from environmental sensor time-series, covering preprocessing, feature engineering and hyperparameter optimization.

PyTorchBiGRUAttentionTime-Series
D

DHK Automobile — Vehicle Rental

A web platform for vehicle booking and rental management, from booking flow to fleet administration.

DjangoReactREST API
H

Hospital Transport Optimization

A route-optimization system for hospital transport using combinatorial optimization and operations-research techniques.

PythonOperations ResearchOptimization
A

Automatic Timetable Scheduling

Solved a university timetabling problem with Constraint Satisfaction Problem (CSP) techniques to generate conflict-free schedules automatically.

PythonCSPConstraint Solving