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

Planned PFM project (EMSI 4th year S2): containerized Extract-Load pipeline with Airbyte, MinIO and Airflow orchestration. 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.

The DRIVER+ adapter for the Common Information Space.

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.

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): 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): hierarchical multi-agent hospital simulation with JADE (3 levels, 9 agents) - triage, bed, equipment and staff coordination. Scaffold - no code yet.

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.

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

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.

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.

PFA team project (EMSI 4th year): network intrusion detection on CIC-IDS2017 with machine-learning ensemble notebooks.

Exam revision notes and past papers covering networks, operating systems and database design (EMSI).

PFM project (EMSI 4th year S1): Android m-Health patient portal with 4 roles - appointments, medical records, prescriptions and messaging. 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.

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.