Mathieu Dufour

Software Engineer & Tech Enthusiast

Education

September 2018 – December 2021

Software Engineering Major

Bachelor of Science

Minor in Entrepreneurship

Desautels Faculty of Management

Relevant Coursework

January – May 2020

Computer Science

School of Computer Science and Engineering

Exchange semester aborad

Relevant Coursework

Skills

Spoken & Written Languages

French (native)
English (fluent)

Technologies/Frameworks

Experienced

Proficient

Programming Languages

Experienced

Proficient

Experience

May – August 2019

Programmer Analyst Trainee

Software to migrate on-premises Exchange servers to Microsoft Office 365 online servers
Languages used: PowerShell, C#

May 2020 – Today

Full Stack Personal Project

Social media-based travel planner.
Technology used: Angular (TypeScript, HTML, CSS), Go, MySQL
APIs: Google Maps, Google Sign-In, Facebook Login

Link to early version (work in progress)

More

Winner of the McGill Physics Hackathon (People’s Choice Award)

7–8 November 2020

Non-Newtonian and Newtonian web-based fluid simulator
Using p5.js along with Vue.js and Chart.js
Link to Devpost
Link to GitHub repository

Job posting mobile app (Android & IOS) for university campuses.
Technologies: Dart (Flutter SDK) & Google Firebase

Study manager Android app for students.
Technologies: Java & XML (Android Studio)

Implementation of a Convolutional Neural Network for Multi-Label Classification of Image Data

December 2020

Classification of images containing 1 to 5 handwritten digits
Top 5 out of 247 competitors (Kaggle Competition)
Test accuracy of 99.821% on unseen dataset of 14,000 images
Use of TensorFlow and PyTorch

Prediction of the number of hospitalization cases of COVID-19 based on symptom search trends

Comparison of the prediction accuracy of K-nearest neighbours (KNN) and decision trees
Visualization using Principal Component Analysis
k-means clustering to find relations

Implementation from scratch of multi-class logistic regression and gradient descent

Only using general Python utilities
(NumPy, pandas, Matplotlib)

Implementation of a GitHub Actions Release Pipeline for an Open-Source Software

November–December 2020

Golang-based OSS (AutoMuteUs)
Automated testing in CI/CD pipeline
Unit Test Coverage
Build trigger on push
Code linting (GolangCI) added to workflow

Publication of a Book on how the Universe Works

January–May 2018

I wrote a 40 pages scientific essay that explains how the Universe works, from the Big Bang to the theories about how it will end.
The essay has been officially published at the library of the Cégep de Sainte-Foy.
Formatted with LaTeX