I'm a 3rd-year Computer Science & AI Engineering student at ENSAM Casablanca. I build systems that catch anomalies in sensor streams, detect failures before they happen, and scale from raw data to live dashboards.
- 🔭 Currently building Machine Failure Detection — industrial IoT end-to-end ML system
- 🌱 Exploring time-series forecasting and geospatial data systems
- 🏅 Oracle Certified Professional — Java SE 17 (2026)
- 💬 Ask me about anomaly detection, sensor data pipelines, or Django + React stacks
- 📫 chaimaekaz05@gmail.com
Industrial IoT · Anomaly Detection · Full-Stack ML
Problem: Machines fail without warning — unplanned downtime is costly and avoidable.
Built: Full sensor data preprocessing pipeline → supervised ML classifier → Django REST API → live React dashboard with real-time failure alerts.
Role: End-to-end — data pipeline, model training, backend API, and frontend dashboard.
Process Monitoring · Statistical Methods · Time-Series
Problem: Abnormal system behaviour hides silently in metric streams until it's too late.
Built: Time-series pipeline combining z-score, IQR, and rolling statistics to flag anomalies automatically. Reusable on any sensor or system stream.
Role: Designed the full detection pipeline and statistical method combination.
NLP · Microservices · Full-Stack AI · Hackathon
Problem: IT teams waste hours every day manually triaging incident tickets.
Built: XGBoost + BERT embeddings for classification · FAISS semantic search over resolved incidents · FastAPI ML microservice · Django REST backend · React UI.
Role: Led the ML pipeline and semantic search component; integrated into the full-stack system.
AI & Data
Backend & APIs
Frontend
Databases & Tools
Web Development Intern · S B Solutions, Casablanca (Jan – Mar 2026)
Built a full-stack platform (React + Spring Boot) connecting clients with local service providers. Delivered features, participated in code reviews and sprint planning.
IT Intern · Fiscinfo, Casablanca (Jun – Aug 2025)
Analysed and validated internal system data. Collaborated across teams to improve data processing and reporting workflows.
- 🏅 Oracle Certified Professional — Java SE 17 Developer (2026)
- ☁️ Oracle Cloud Infrastructure Foundations Associate (2025)
- 📊 Data Visualization — Kaggle
- 💻 C Essentials 1 — Cisco