Projects

Freshbots.org Lyrics Generator

React.js web app for generating lyrics in the style of over 40 artists, getting about 20,000 unique visitors a month. The lyrics are composed using an LSTM to predict the rhyming pattern of lyrics generated by a Markov Model.

  • Python
  • Tensorflow
  • Flask
  • React.js
External
My Voice Briefing

Google Assistant Action for exploring the latest news stories, developed for DANAMIC creative agency. The voice assistant makes recommendations for more content and explaining how the articles are relevant by using the underlying knowledge graph. The Google Action showcases some features that can be used to create voice experiences for news and media sites. The content reccomendation engine was deployed as a scalable API using the serverless framework and the Google Action was developed using the Node.js (Jovo) framework.

  • Node.js
  • Python
  • Neo4j
  • Serverless
External
Bio-monitor Activity Prediction

An XGBoost model for predicting an astronaut’s physical activity based on their biometric data, automating the manual task of logging. The project was selected as a national finalist in the Canadian Space Agency Challenge.

  • Python
  • Pandas
  • XGboost
External

Neuroscience Research EDA

Exploratory data analysis of 16,000 Frontiers in Neuroscience journals using Pandas, Matplotlib, and Scikit learn.

Teamhub

Full-stack MERN team management app used by 100+ members of Waterloop - Hyperloop Student Design Team.

Mindbliss Bixby Capsule

Bixby Capsule for meditation that was featured on the marketplace and has been added by over 2,000 users.

About

I love building things and solving technical challenges. At IMRSV I'm working on speech to speech translation models used by the special forces. I'm also exploring COVID-19 citation graphs to identify research trends at the University of Waterloo Data Systems Group.

Previously I've founded Vecgraph an agency consulting startups on voice assistant strategy, interned at Mindbliss, and developed embedded software system’s for a Hyperloop pod at Waterloop.

I'm currently interested in information retrieval, transformer models, and graph databases.

Get In Touch

More than anything, I like meeting people and having interesting conversations. If you want to have a chat about anything, from databases to space exploration, feel free to reach out!