EDUCATION

Polytechnique Montreal University
Computer Engineering Bachelor.
Sept 2017 - May 2021

Bois-de-Boulogne College
Diploma of Collegiate Studies (DEC)
Obtained

EXPERIENCE

Software Developer Internship
Montreal, Quebec, Noviflow Inc.
  • Continuous integration with Jenkins and Python Robot Framework.
  • Designed and implemented a dynamic web app and a RESTful web service to store and analyze historical test automation.
  • Built with Python Flask, Angular 8 (TypeScript), PostgreSQL and Nginx.

Summer 2019

Projects

Hackatown 2020 - Second place in A.I. category

Mobile Application that detects certain type of product as recyclable or not. Built with PyTorch, Java, Python Flask and MongoDB.

We achieved high accuracy prediction on selected items by using Transfer Learning on the pre-trained ResNet50 network. We built our own dataset using various preprocessing methods because there was none that we could find online.


McGill CodeJam 2018 Computer Vision Winner
Program that detects emotions based on facial expressions and calculate insurance fees for the user. The prediction was obtained by a 3 layer convolutional neural network trained on 30,000 pictures for 15 epochs. Built with Python, with the help of OpenCV, Tensorflow and Keras. Won first place for Computer Vision category and third overall.

McGill MLH's Local Hack Day 2018
Application that uses artificial intelligence to help students study. We used machine learning to train a CNN for sleepiness predictions. Trained with 2 thousands pictures of people with closed and opened eyes. Built with Python, with the help of OpenCV, Tensorflow and Keras. Won first place for Best Idea and Solution category during MLH's local hackday at McGill.

Contact

wailay@hotmail.fr