Aya YOUSSFI
🌸 AI Engineering · Data · Cybersecurity 🌸
Engineering student at ENSA Fez specializing in AI & Digital Trust. Building end-to-end ML pipelines, distributed data architectures, and security-focused AI solutions with cloud integration.
Work Experience
Where I've Built
AI Engineering Intern
- Built a complete RAG pipeline for semantic search in technical documents
- Developed a Flask API enabling natural language queries with real-time responses
- Evaluated and improved retrieval performance using Precision@k and Recall@k metrics
Selected Projects
Things I've Engineered
Cluster-Based Credit Risk Modeling
Credit default prediction on 30k clients using HDBSCAN and Gradient Boosting. Class imbalance handled with SMOTE. SHAP explainability + Flask API.
SOC Big Data Log Analytics
Distributed log analysis with PySpark, scalable ETL pipelines, and anomaly detection for proactive threat identification across heterogeneous log formats.
Jailbreak Detection Pipeline
Real-time LLM jailbreak detection with Apache Pulsar & Beam. Dynamic model updates with latency and metrics monitoring.
Autonomous AI Red Teaming
Platform testing AI models against jailbreaks, prompt injection, and data exfiltration. Combines ML attack detection with self-healing defenses and automated mitigation.
Technical Skills
What I Work With
💻 Programming
🤖 Data & AI
🗄️ Databases
☁️ Cloud — AWS
🔒 Cybersecurity
⚙️ DevOps & Tools
Education
Where I've Learned
Engineering Degree — AI & Digital Trust
ENSA Fez · 2024 – Present
Integrated Preparatory Classes
Math / Physics / CS · 2022 – 2024
Certifications
Languages
Let's Build Something 🌸
Looking for a PFA internship (Jun – Aug 2026) in Data & AI. Open to exciting opportunities!