/ About
I am a passionate AI Engineering student currently in INPT, specializing in Machine Learning, Deep Learning, and Computer Vision.
Backed by a strong academic foundation, I have proven experience building intelligent systems, reinforcement learning algorithms, and predictive modeling solutions. My goal is to transform innovative ideas into real-world applications through data and algorithms.
/ Experience
Oct 2024 — May 2025
Member
CIT
- ›Won the CIT's Ramadan League Data Science Competition (2024).
June 2025 — August 2025
Research assistent intern
Institut National des Postes et Télécommunications
- ›Engineered a Kubernetes failure prediction system using Bi-LSTM (with attention), Isolation Forest, and SVM.
- ›Implemented multi-task learning for failure detection and severity classification across 77+ temporal features.
- ›Optimized models via grid search with custom scoring and generated 27+ Plotly visualizations for monitoring.
Oct 2025 — Present
Active Member
MSC Research cell
- ›Co-authored a research paper on Music Emotion Recognition.
/ Skills
Programming Languages
- Python
- JavaScript
- C/C++
- Java
- Bash
- R
- HTML/CSS
- Flutter
- Dart
- Golang
- SQL
ML/AI Frameworks & Libraries
- PyTorch
- TensorFlow
- scikit-learn
- XGBoost
- Transformers
- NumPy
- pandas
LLM & RAG Technologies
- Ollama
- ChromaDB
- Redis
- RedisVL
- Opik (ML Tracing)
- Loguru
Web Development
- React
- FastAPI
- Streamlit
- Pydantic
- Htmx
DevOps & Infrastructure
- Docker
- Docker Compose
- Git
- GitHub Actions
- CI/CD
- Kubernetes
Languages
- English (fluent)
- French (fluent)
- Arabic (native)
/ Education
2024 — 2027
Data science Engineering
Institut National des Postes et Télécommunications
Rabat
2022 — 2024
National Ranking: 127th
CPGE Moulay Ali Cherif Errachidia
Errachidia