Pierjos Francis COLERE MBOUKOU

Data Science Student

High knowledges and skills in analyzing, extracting meaning from and interpreting data by using specific tools and methods from statistics, Machine and Deep Learning.

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About Me

Introduction

Data Science Student at Mohammed VI Polytechnic University who wants to be a Researcher / Data Scientist and apply my knowledges in following fields : Finance, Agriculture and Health.
I'm concerned with assessing the health of the business, ensuring that the business is on track to achieve its goal.

01+ Year
experience
08+ Completed
projects
02+ Departments
worked with

Skills

Technical & Soft skills level

Data Science

More than 2 years

Statistics

80%

Data Extraction, Transformation, and Loading

95%

Data Wrangling and Data Exploration

85%

Data Visualization

90%

Machine Learning Algorithms

80%

Deep Learning

75%

Languages & Frameworks

More than 3 years

Python

90%

R

60%

SQL

85%

HTML

90%

CSS

80%

JavaScript

65%

React

55%

PHP

80%

C/C++

65%

LaTeX

55%

Excel

75%

Arduino

40%

Soft Skills

Agile Method : SCRUM

70%

Figma

60%

French

90%

English

70%

Spanish

50%

Qualification

Personal Journey
Education & Certificates
Experience & Awards

Education

Master in Modeling & Data Science

Mohammed VI Polytechnic University
2021 - 2023
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Data Science Bachelor

Mohammed VI Polytechnic University
2018 - 2021
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French Baccalaureate S

Charlemagne High School
2015 - 2018
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Congolese Baccalaureate C

Victor Augagneur High School
2015 - 2018
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Certificates

Deep Learning de A à Z

Udemy
Sept. 2021
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Digital Image Processing

Great Learning
March 2021
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The Know How to… in a Crisis programme

EBRD
March 2021
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Excel Crash Course - Spreadsheet Formulas for Finance

Corporate Finance Institute® (CFI)
March 2021
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Excel For Beginner

Great Learning
March 2021
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Linear Classifiers in Python

DataCamp
Dec. 2020
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Python pour la Data Science

LinkedIn Learning & Project Management Institute
Nov. 2020
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Analyzing Data With Python

IBM
Apr. 2020
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Data Science : Machine Learning

Harvard University through edX
Apr. 2020
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Experience

Data Scientist Intern

MSDA Lab - UM6P
May - Sept. 2021
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Frontend & Backend Dev. Intern

CSEHS Dept - UM6P
Apr. - Oct. 2020
View

Awards

The 1st of the Best

JED Fondation - CONGO
Dec. 2018
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Best in State Exams

MEPSA - CONGO
Sept. 2018
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Services

What I offer

Data Collection

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Data Collection

  • Web Scraping.

  • Selenium.

  • BeautifulSoup.

  • Pandas.

Data Preparation

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Data Preparation

  • Exploratory analysis of the existing data sources.

  • Data collection, cleaning, and structuring.

  • Defining the criteria for the machine learning model evaluation.

D&I
of ML & DL models

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Development & Implementation of ML & DL models

  • Model exploration and refinement.

  • Model testing and evaluation.

  • Fine-tuning the parameters of models until the generated results are acceptable.

  • Deploying the models.

Reporting, Support &
Maintenance

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Reporting, Support & Maintenance

  • Delivering machine learning output in an agreed format.

  • Continuous tuning of models for greater accuracy

  • Adding new data to the models for deeper insight.

  • Integrating machine learning models into a web application.

Image & Signal Analysis

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Image & Signal Analysis

  • Facial recognition.

  • Emotion recognition.

  • Computer-aided diagnosis.

Web
Front-end
Development

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Web Front-end Development

  • HTML & CSS Responsive Web Design.

  • Javascript Development.

  • Djano Development.

  • React JS Development.

Portfolio

Recent works

RealTime Face Mask Detection For Preventing the Spread of COVID-19

COVID-19 has rapidly affected our day-to-day life disrupting the world movements insofar as wearing a protective face mask has become a new normal. Developing the face mask detector becomes very crucial in this case to help global society. This paper presents a CNN approach to achieve this purpose using Deep Learning techniques.

Obesity Levels Classification Using Machine Learning

The purpose of this project is to estimate the level of obesity of an individual according to his eating habits and his physical condition. Like any other chronic disease, obesity becomes irreversible once it sets in. So, preventing its development is therefore essential if we want to stop this global epidemic. In this perspective, we will understand the different causes of this disease and implement an intelligent system that classifies obesity levels.

TRUST US

TRUST-US is a platform setting up in relation with companies and students, also aiming to offer internships and part-time-jobs to the latter. The objective is to apply the 7 components of the Business Model Canvas.
Please note that this is only a phase of design, of project study.

Great Debate Day

This project aims to strengthen the soft-skills of students, promote rhetorical skills to um6pists to help them hold their interviews well, develop persuasive skills and obviously identify students capable of delivering beautiful speeches in order to better enhance the university. It consists of the organization of an eloquence competition which let students compete for the competition prize.

COVID-19 TRACKER

The scale of Covid-19 at the start of 2020 made me feel uneasy. It revealed important to know how my relatives and especially my family were doing. In this perspective comes the idea of ​​setting up a web application giving credible Covid-19 information in real time, depending on the country. This project also allowed me to sharpen my knowledge in Web Development.

Social Network And Posts Ranking

A social network for posting and sharing posts, textual and audiovisual messages was designed as part of the end-of-second project.It offers a service of posts classification according to their importance and service of friends recommendation or suggestion based on well-defined criteria.

Weather Station Using Arduino

Knowing the temperature, humidity and luminosity is useful information for living comfortably, for storing food or equipment, for weather forecasts. In this project we are developing a system to measure these quantities and display them on a user interface (dashboard on Node-Red and LCD screens). The main objective of this project is to use a temperature, humidity and light sensor to display the data on an interface.

Ready to work with you!

You have a new project or need an employee, contact me now.

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References

My 5 References

Ali Idri

Professor & Researcher in Data Science & Software Engineering
Mohammed VI Polytechnic University & Mohammed V University

Bouchra Lebzar

Professor & Researcher in Marketing, Business Ethics and Business Administration
Mohammed VI Polytechnic University & Cadi Ayyad University

M'hammed El Kahoui

Professor of Mathematics & Algorithmics
Mohammed VI Polytechnic University & Cadi Ayyad University

Imad El Mahi

Professor of Numerical Analysis and Modeling
Mohammed VI Polytechnic University & National School of Applied Sciences of Oujda

Maniar Lahcen

Professor & Researcher in Department of Mathematics
Cadi Ayyad University & Mohammed VI Polytechnic University

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