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Hey there! I'm Jack.

I am a student at the University of Waterloo studying software engineering who is interested in data science/ML, concurrent computing, and blockchain.

💻 Work Experiences

  • Current SWE intern @NVIDIA
  • Previous SWE intern @BitGo
  • Previous SWE intern @BlackBerry
  • Previous machine learning developer @Geminare
  • Previous software developer @FUS Lab in Sunnybrook Hospital.

I am looking for January - April 2023 internship opportunities. If my skillset interests you, please reach out to me!

⚡ Clubs/Design Teams

I am the President of the Waterloo Data Science Club. I have designed and presented workshops on neural networks with TensorFlow, recommender systems and clustering techniques with scikit-learn, and data analysis with NumPy and Pandas. Check out my workshops and other side-projects below!

I am a core member on the @WATonomous Path Planning team. I researched video feature extractors for action classification tasks and applied them to the Road event Awareness Dataset (ROAD) to improve upon the 3D-RetinaNet baseline.

📫 How to reach me

LinkedIn | Email

Jack Douglas's Projects

clusteringworkshop icon clusteringworkshop

As a VP of Education for the Waterloo Data Science Club, I ran the Clustering Workshop. This is a repository containing information from the workshop.

datascienceclubworkshops icon datascienceclubworkshops

Materials for all my UWaterloo Data Science workshops including summaries, notebooks, slides, and video. Topics include deep learning, clustering, recommender systems, and regression analysis.

digit-recognition icon digit-recognition

Showcasing my digit recognition models and submissions to the Kaggle Digit Recognition Competition

face-mask-detection icon face-mask-detection

Using pre-trained CNN's w/ transfer learning to detect face masks in real-time. The Haar-cascade classifier in OpenCV is used for facial recognition and bounding boxes.

latexify_py icon latexify_py

A library to generate LaTeX expression from Python code.

license-plate-reader icon license-plate-reader

An optical character recognition (OCR) project to identify the license plate given an image.

micromouse icon micromouse

A fully autonomous robot capable of scanning, mapping and traversing mazes. The robot is an embedded system using an Arduino and ultrasound sensors for I/O.

mlb-pitch-analytics icon mlb-pitch-analytics

Pitch classification, visualization, and prediction for any specified MLB pitcher using clustering, the k-nearest neighbour algorithm, and neural networks.

neuralnetworkworkshop icon neuralnetworkworkshop

As a VP of Education for the Waterloo Data Science Club, I ran the Neural Network and Computer Vision Workshop. This is a repository containing information from the workshop.

opencv icon opencv

Open Source Computer Vision Library

se-webring icon se-webring

💜 A webring for Software Engineering students at the University of Waterloo.

skin-lesion-computer-vision icon skin-lesion-computer-vision

Using computer vision and image processing techniques to segment skin lesions, classify types of skin lesions, and classify benign vs. malignant lesions. Used the Humans against Computers (HAM) dataset and the ISIC Challenge 2020 dataset.

solidity icon solidity

Solidity, the Smart Contract Programming Language

watchlist icon watchlist

An app that syncs to your Letterboxd account and recommends movies to watch

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