display_name: "Mohammed Riane Souri"

full_name: "Mohammed Riane Souri"

role: "Final-year engineering student — Data & Artificial Intelligence"

instit: "EMSI Rabat"

status: "Seeking a six-month PFE in Data & AI — available from February 1, 2027"

photo_uri: "images/riane-portrait.png"

languages: "Arabic (native), French (professional), English (advanced)"

instit: EMSI Rabat

degree: "Engineering Diploma in Computer Science"

period: "Graduation 2027"

org: "Direction Générale de la Météorologie (DGM)"

role: "Data & AI Intern"

start_date: "2026-07"

impact: "Productionized a weather forecast correction pipeline on Linux HPC: 64 models across 32 eligible stations, with about 6% lower Tmax RMSE in July 2026 validation using observations from 33 stations."

org: "3GCOM"

role: "Network Infrastructure Intern"

org: "RADEEJ"

impact: "Developed a custom CMS with user management, article publishing and an analytics dashboard."

title: "AI Temperature Forecast Correction"

status: PROD

rmse_drop: 6.0 %

stack: "Python, scikit-learn, Pandas"

title: "Real-Time Classroom Detection"

status: "completed"

dup_obs: status PROD

metric: NULL

Pandas

NumPy

SQL

MySQL

PL/SQL

NoSQL

Excel

scikit-learn

Random Forest

Chronological validation

YOLOv8m

OpenVINO

ByteTrack

LangChain

LangGraph

RAG

ChromaDB

Ollama

Python

Java

C++

JavaScript

PHP

HTML

CSS

FastAPI

React

Laravel

Bootstrap

jQuery

REST API

WebSocket

Linux HPC

Bash

Cron

Git

Visual Studio Code

Network configuration and troubleshooting

email: "medrayane.souri@gmail.com"

github: "medrayanesouri"

sensor_val: NULL

dup_obs: 60155

Je remets les données en ordre…

Mohammed Riane Souri

Élève ingénieur en Data & Intelligence artificielle

PFE de 6 mois dès février 2027 | Maroc

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