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# ZAKARIA BOUZIANE

Certified

## Mohammedia School of Engineering / Ecole Centrale de Lille / Université de Lille

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My Portfolio Highlights

My New Project

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### Introduction to Python

My New Certification

## My Work

Take a look at my latest work.

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workspace

certification

## My Certifications

These are the industry credentials that I’ve earned.

# Professional Data

Scientist

## DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

## My Work Experience

Where I've interned and worked during my career.

### Renewable Energy Forecasting

Use Data Science for forecasting and modelling whether and power produced by Renewable Energy Sources (RES) : - Data exploration for wind and Solar Forecasting - Plotting this data using R and Python. - Deterministic Energy Forecasting of power generated by RES: - Using physical model (Equation) of power curve generated by a turbine. - Using statistical model of power generated by a solar panel, based on history of different variables as temperature and solar radiation versus generated power. - Evaluate models using metrics as Mean Absolute Error (MAE). - Probabilistic Energy Forecasting including uncertainties related to weather and random behavior of consumers: - Using quantile regression to produce probabilistic forecasting - Evaluating probabilistic forecasts using concepts of reliability and sharpness. - Identify best probabilistic forecast from 4 different ones based on reliability and sharpness diagram.
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### Apprentice

The battle of neighborhoods - Where can I start my restauration business in Paris: - Extraction data from databases of city of Paris. - Cleaning data and extraction of useful data. - Understanding data and datasets - Using map visualization to view different restaurants in different neighborhoods in Paris. - Using word cloud to show dominant restauration category in Paris. - Using bar charts to visualize number of farmer markets that are located in city of Paris. - Clustering neighborhoods into 2 clusters: (cluster1: Untapped market where I can start my restaurant business and cluster2: Saturated market) using machine learning (K-Mean algorithm).

### Stage de fin d’études

Optimization of energy consumption of solar house with uncertainties: - Description of solar house. - Defining optimization problem. - Modelling uncertainties related to meteorological conditions and behaviour of consumers using Markov chain and Artificial neural network (programmation in MATLAB). - Solving optimization problem using MATLAB. - Interfacing of the Matlab code with a Schneider M340 PLC using an OPC server.

### Stage Projet de Fin d'Etude

Automatisation et supervision d'une station de pompage pour l'alimentation en eau potable des populations rurales de la région de Safi et d’El Jadida. - Câblage électrique, - Bilan de puissance, - Stratégie de fonctionnement, - Automatisation et programmation des automates, - Télégestion et configuration de module GSM, - Supervision d'une station de pompage et conception graphique du système de supervision en utilisant VijeoCitect.

### Stage Ingénieur

Etude de l'architecture Main-Tie-Main dans le projet Slurry Pipeline de Jorf Lasfar et integration d'un groupe électrogène.

### Stagiaire

Etude d'un convertisseur statique SEIRA

## My Education

Take a look at my formal education

Université de Lille - Faculté des sciences et technologies / Ecole
Master of Science - MS, Mention Automatique et Systèmes ElectriquesCentrale de Lille | 2019
Diplôme d'ingénieur, Génie électrique Option Automatisme et informatique industrielEcole Mohammadia d'Ingénieurs | 2018

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