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Curriculum Vitae

About me

Mathieu GUÉRIN
Mathieu GUÉRIN

Currently in my final year as an IT engineer student at EPITA in Data Science and Artificial Intelligence.

Education

EPITA

2nd & 3rd year Engineering cycle – Data Science & Artificial Intelligence

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Mostly on-site learning.

Major: Data Science & Artificial Intelligence
  • Option: Dev on GPU, MLOps
  • Minor: Creation of a company
Curriculum
  • Computing: Big data, Cloud services, AI security, ...
  • Scientific: Maths (probabilities, ...), Machine learning theory, ...
  • Other: Financial management, Soft skills, Copyright Law, ...
Prog. languages: Python, R, C++, Go, Scala
  • Data Science and DataViz – Matplotlib, Plotly, Numpy – Python, R
  • Machine Learning models – Tensorflow, PyTorch, Scikit-Learn – Python
  • Distributed computing – Apache Spark – Python, Scala
  • GPU development – CUDA – C++
School projects:
  • Cloud concepts manipulation for AI, with Azure.
  • Anomaly detection for tracking network attacks, with Scikit Learn.
  • Building a distributed computing system, with Apache Spark / Kafka.
  • Building convolutional neural networks for image classification, with Tensorflow.
  • Recommendation algorithms on past traffic, for the Recsys Challenge 2022.
  • Re-implementation of gradient descent algorithms.
End of studies project: Chatbot (AXI Technologies)
  • Chatbot creation with Rasa Open Source, a machine learning framework for automated conversations.
  • Python back-end development with Rasa SDK for the chatbot API.
  • Use machine learning models with Hugging Face.

Paris, France

Sept. 2021 – Today

EPITA

1st year Engineering cycle – Computer Science

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Paris, France

Sept. 2020 – June 2021

EPITA

Preparatory cycle – Computer Science

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Paris, France

March 2020 – June 2020

Griffith College

Study Abroad – Computer Science

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Dublin, Ireland

Jan. 2020 – May 2020

EPITA

Preparatory cycle – Computer Science

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Paris, France

Sept. 2018 – Dec. 2019

Jules Verne High School

General Scientific Studies, Specialization in Maths

Scientific Baccalaureate (Honours: Fairly Good)

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Nantes, France

Sept. 2015 – July 2018

Work experience

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Freelance

Developer

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Paris, France

Dec. 2021 – Today

2GETHER

Copresident & Lead Web Developer

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Dec. 2020 – Today

Brainsonic

Intern Back-end Web Developer

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80% remote working, because of the COVID-19 pandemic.

Work:
  • Contributed to 5 major projects and 18 projects in total.
  • Collaborated with projet managers, developpers, UI/UX designers.
Technologies:
  • Back-end PHP development with Symfony, Composer, Wordpress.
  • Full-stack JavaScript development with Vue.js, Nuxt.js (Node.js).
  • Front-end development with SCSS, LESS, Tailwind CSS.
  • Application deployment on Heroku, WP Engine and Microsoft Azure.
Organization:
  • Reporting of hours worked and tasks completed on projects each day.
  • Extremely detailed personal reporting in preparation of the internship report.

Context: First internship for the validation of the engineering cycle at EPITA.

Paris, France

Sept. 2021 – Jan. 2022

Grand Chancery of the Legion of Honor

Intern

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Paris, France

June 2019 – July 2019

Associative experience

2GETHER

Copresident

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  • Jan. 2021 – Co-founded the association under the French law of July 1, 1901.

Dec. 2020 – Today

Associative Life – Jules Verne High School

Communication Officer (at the Maison des Lycéens)

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Nantes, France

Sept. 2017 – July 2018

Skills

Programming languages

  • Web: PHP, JavaScript, HTML, CSS
  • Database: SQL (MySQL, PostgreSQL)
  • Software: C, C#, Python, Java, Rust, OCaml, Processing
  • Robotics: Arduino

Frameworks

  • Web Apps: Symfony, Composer, Wordpress, Vue.js, Nuxt.js
  • Desktop Apps: ElectronJS
  • Mobile Apps: Android Studio
  • Game Engines: Unity

Librairies

  • Web Design: Bootstrap, FontAwesome, Tailwind CSS
  • Web Scripting: jQuery

Tools

  • Git, Github
  • Heroku, WP Engine, Microsoft Azure
  • LaTeX, Office Suite
  • FOG Project

Administrative

  • Drafting of the articles of association, under the French law

Languages

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French

Native language

English

Advanced (C1)

Erasmus Language Assessment: C1

TOEIC: 985

Projects

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Accomplishments

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TOEIC Test

Score: 985

EPITA, Paris

June 28, 2021

Final Language Assessment

Level achieved: C1

Results by skill:
  • Grammar: B2
  • Vocabulary: C1
  • Reading comprehension: C2
  • Listening comprehension: C2

Erasmus OLS

May 17, 2020