Hi there, I'm Khadija Oufquir 👋
I am a Software Engineering & Artificial Intelligence student at the National School of Applied Sciences (ENSA Fès). Interested in building systems where software engineering meets intelligent decision-making.
Feel free to connect!
Built a custom Gymnasium environment to simulate stochastic and dynamic job arrivals on heterogeneous cloud servers. Trained a PPO-based RL agent that outperformed traditional heuristics, boosting throughput by +5.9% and reducing job drops by -25%.
Tags: Python Reinforcement Learning PPO Gymnasium
Developed an end-to-end Machine Learning pipeline to detect credit payment defaults on highly imbalanced tabular data. Handled advanced feature engineering and optimized the model via Optuna to achieve a 78.1% Balanced Accuracy and 69.3% Recall.
Tags: Machine Learning Data Science Scikit-learn Optuna Streamlit
Engineered custom datasets to train a YOLO model for defect and anomaly detection. Developed a real-time video/image inference dashboard using Streamlit.
Metrics: 90.4% Precision 89.6% mAP50
Designed a secure, scalable e-commerce application using Spring Boot and Angular. Integrated Spring Security (JWT & RBAC) and robust payment workflows using Stripe Webhooks.
Tags: Spring Boot Angular Spring Security PostgreSQL