Overview
Work History
Education
Skills
Awards
Projects
Timeline
Generic

Marouane Chafi

Montreal,QC

Overview

3
3
years of professional experience

Work History

Research Intern

Huawei Technologies
04.2024 - 08.2024

During my time in the Parallel Computing Department at Huawei, I worked on enhancing the parallelism of state-of-the-art transformer models. This involved studying transformers from a mathematical perspective, establishing a formalized mathematical framework to optimize their structure, and implementing improvements.

Summer Research Intern

Huawei Technologies
06.2023 - 09.2023

Collaborated with Huawei's Network Team to infer and analyze throughput data, focusing on enhancing and optimizing predictive modeling. Employed a range of Machine Learning models to develop datasets containing questions related to telecommunications, leveraging Large Language Models for improved insights.

Teaching Assistant and Full-time Tutor

Villebon Charpak
10.2021 - 04.2022
  • Team Supervisor: Supervised a team of ten tutors, providing guidance and support to assist freshmen and sophomores with their coursework.
  • Teaching Assistant: Assisted Math professors in classes and conducted oral examinations to evaluate students' understanding.

Education

Research-Based Master’s - Applied Mathematics

Ecole Polytechnique Montreal
Montreal, QC
06-2026

Master of Science - Applied Mathmatics

Ecole Polytechnique De Paris
Paris
08-2024

Bachelor of Science - Mathematics , Physics

Lycée Louis LeGrand
Paris
06-2021

Skills

Languages

  • English: Fluent
  • French: Fluent
  • Arabic: Fluent

Programming Languages

  • Python: Proficient
  • R: Basic knowledge
  • C: Basic knowledge

Awards

  • Silver Medal, International Mathematical Competition for Universities (IMC), Blagoevgrad, Bulgaria, Aug 2023
  • Honourable Mention, International Math Olympiad (IMO), Bath, UK, Jul 2019
  • Gold Medal, African Mathematical Olympiad (PAMO), Cape Town, South Africa, Mar 2019
  • Gold Medal, Moroccan National Mathematical Olympiad, Jun 2019
  • 2nd Place, General Competition of Science and Technology in Mathematics, organized by the Ministry of Education and the Hassan II Academy of Science and Technology, Aug 2019
  • French Ministry of Foreign Affairs Scholarship, for outstanding results in entrance exams to France’s Grandes Écoles, Sep 2021
  • Moroccan Merit Scholarship, for outstanding results in entrance exams to France’s Grandes Écoles, Sep 2021

Projects

  • Bin Packing with Random Packages
    Studied and evaluated various bin packing algorithms through theoretical analysis and mathematical modeling, with practical application trials using Python.
  • Inferring Chemical Reaction Networks from Time Databases
    Team project (Team 4) focused on predicting simultaneous chemical reactions in a sample using machine learning techniques to detect key therapeutic targets for disease treatment.
  • Study of Rare Events in Insurance
    Team project (Team 2) examining scenarios of insurance ruin with extremely low probability. Enhanced Monte Carlo simulations using advanced techniques such as Escher’s method and multi-splitting.

Timeline

Research Intern

Huawei Technologies
04.2024 - 08.2024

Summer Research Intern

Huawei Technologies
06.2023 - 09.2023

Teaching Assistant and Full-time Tutor

Villebon Charpak
10.2021 - 04.2022

Research-Based Master’s - Applied Mathematics

Ecole Polytechnique Montreal

Master of Science - Applied Mathmatics

Ecole Polytechnique De Paris

Bachelor of Science - Mathematics , Physics

Lycée Louis LeGrand
Marouane Chafi