emsi

Modèle LaTeX officiel rapport de stage PFA & PFE ingénieur Maroc (ENSAF, réseau ENSA, écoles d'ingénieurs). Génération Word/PDF 1-clic, linter académique automatique (lint.py), prêt pour Overleaf & assistants IA.

A Django project about Managing Vaccination

Ce projet développe un système prédictif d’analyse des risques pour les actifs informatiques de l’ONDA à partir des données de maintenance. Il permet d’anticiper les incidents, évaluer les niveaux de risque par site et améliorer la prévention et la prise de décision. Un CyberRange est aussi inclus pour valider les scénarios de sécurité.

SMARTER - PFA project (EMSI 3rd year): synchronous group quiz game with multilingual support, real-time gameplay and evolving difficulty (Next.js 14).

Web app to facilitate downloading data from Emsi. Requires an Emsi subscription and API key.

Planned PFM project (EMSI 4th year S2): distributed DNA sequence analysis with Hadoop MapReduce and Spark - FASTA parsing, k-mer counting, similarity and ML clustering. Scaffold - no code yet.

Planned PFM project (EMSI 4th year S2): containerized Extract-Load pipeline with Airbyte, MinIO and Airflow orchestration. Scaffold - no code yet.

The DRIVER+ adapter for the Common Information Space.

Planned PFM project (EMSI 4th year S2): hierarchical multi-agent hospital simulation with JADE (3 levels, 9 agents) - triage, bed, equipment and staff coordination. Scaffold - no code yet.

DataOps platform built during my 3rd-year internship at Expleo: 15 Airflow DAGs orchestrating ETL from AdventureWorks to Snowflake with dbt models and BI reporting.

Planned PFM project (EMSI 4th year S2): multi-agent room reservation with JADE - reactive/proactive agents, conflict detection and priority optimization. Scaffold - no code yet.

Planned PFM project (EMSI 4th year S2): PageRank implemented with MapReduce on YARN/HDFS exploring distributed architecture. Scaffold - no code yet.

StockMaster - PFM project (EMSI 3rd year S2): Django + PostgreSQL inventory system with role-based dashboards, supplier/sales tracking, low-stock alerts, CSV import/export and audit logging.

EMSI Share - collaborative LMS with admin/teacher/student roles, auto-graded quizzes, forums, events and resources (React 18 + Django 5 + PostgreSQL).

PFA project (EMSI 4th year): real-time network intrusion detection on 3M+ CIC-IDS2017 records - stacking ensemble of Random Forest, XGBoost and CNN-BiLSTM with Kafka and Spark Streaming.

Planned PFM project (EMSI 4th year S2): full data warehouse from 27 Excel sheets to Snowflake using Pentaho, SQL modeling, dbt and Power BI. Scaffold - no code yet.

Planned PFM project (EMSI 4th year S2): sentiment analysis of 50k IMDB reviews comparing Bag-of-Words vs TF-IDF with logistic regression. Scaffold - no code yet.

Android study companion app: live event timeline, GPA tracking, assignments and smart notifications for students.

EMSIGHT – Integrated Student Ecosystem : plateforme de gestion académique centralisant Portal, Share (ressources) et Community (stages, offres d’emploi, analyse de CV) au sein de EMSI. Version mobile incluse pour une expérience étudiante optimisée.

PortFlow — Plateforme web de gestion des demandes portuaires (Spring Boot 3, Spring Security JWT, React 19). Projet de stage 3e année EMSI chez PORTNET S.A. Casablanca.