projects

Projects (2022-2023)

Our Projects in 2022-2023

DiffMuse

Music Synthesis Using Diffusion Models.

Numerai Quant Team

Attempting to beat the Numerai weekly leaderboards.

Virtual Creatures

Reimagining Karl Sims 1994 'Evolving Virtual Creatures' paper.

Osu!

Generating Osu beatmaps using Seq2Seq models.

WallStreetBots2

Continuation of 2021’s WallStreetBots with a twist -- crypto price prediction.

RealTime2

Advancing the RealTime project from 2021.

12-Lead ECG Reconstruction

Reconstructing the 12-lead ECG information from only 2-3 lead signals.

Omni - Startup collab

Bringing information retrieval into the mechanics of creation.

AltaML - Startup collab

An ML pipeline for the construction industry.

PhotoML - Startup collab

Applying machine learning to picture selection.

Academics

Department of Academics

Engineering

Department of Engineering

Infrastructure

Department of Infrastructure

Projects (2021-2022)

Our Projects in 2021-2022

Projects (2020-2021)

Our Projects in 2020-2021

Projects (2019-2020)

Our projects in 2019-2020

Projects (2018-2019)

Our projects in 2018-2019

WallStreetBots: Stock Price Prediction

Price prediction and portfolio/market analysis using NLP and reinforcement learning.

Real-Time: Real Estate Price Prediction

Real estate price prediction on a real-time dataset.

ECG Analysis Using Deep CNNs

An application of deep convolutional neural network model to specify cardiovascular diseases via analyzing ECG

Employee Attrition Factors Prediction

Using ML to identify and combat employee attrition factors

Handwriting Recognition Using Deep Learning

Recognizing Handwritten Text in Physical Documents

SmileDetector: Detecting and Rating Smiles

A web application that uses machine learning to detect and rate smiles

Infrastructure

Department of Infrastructure

Academics & Research

Department of Academics & Research

Engineering

Department of Engineering

Leading a Project

A Guide to Brainstorming and Leading a Project.

Out-Of-Distribution Detection (OoDD)

A Research Project on Benchmarking the Latest Generative Model Based OoOD Methods.

Rust for Machine Learning: Benchmarking Performance in One-shot

Reproducing "Siamese Neural Networks for One-shot Image Recognition" and benchmarking implementation performance and results.

Hand Gestures and Hand Tracking for Web Browsing

Developing hand gesture detection for controlling web browsing.

Musical Style Transfer

Transfer learning in the domain of musical styles.

Real Estate Price Prediction

Real estate price prediction and transfer learning with CNNs.

Stock Price Prediction

Predicting stock prices.

The Humerus Bot

An applied ML NLP project designed to win Cards Against Humanity, a popular humor-based party game. **[Full]**

Academics & Research

Department of Academics & Research

Engineering

Department of Engineering

Infrastructure

Department of Infrastructure

MISTR

The UofT Machine Intelligence Student Team Runner (MISTR) is a Discord bot serving the UTMIST Discord server.

Scheduler

Wrapper written around SchedJulia to schedule interviews.

Academics (2019-2020)

Department of Academics

Infrastructure (2020)

Department of Infrastructure