Experience

Abacus.AI

• United States
• Software Development
• 1 - 100 Employee

• Machine Learning Engineer

  • Jan 2023 - Present

  San Francisco, California, United States



Facebook

• Software Development
• 700 & Above Employee

• Software Engineering Intern

  • Sep 2021 - Dec 2021

  New York, United States



Google DeepMind

• United Kingdom
• Research Services
• 700 & Above Employee

• Software Engineer Intern

  • Jan 2021 - Apr 2021

  - Developed a new Monte Carlo sampler in Jax for the Quantum Monte Carlo project (Ferminet) - Batched the sampler and used just-in-time compilation to enable running experiments on multiple GPUs - Performed experiments on various electron configurations to diagnose energy spikes and optimize parameters - Designed and created an interface to improve researchers' interaction with PySCF when creating molecules



FinVentures

• R&D Developer

  • Jun 2020 - Aug 2020

  Waterloo, Ontario, Canada • Created a product critical path and built technical requirements for a new financial product • Conducted user interviews to refine features and determine the value proposition • Developed a system to ensure secure offline communication over NFC chips • Created a prototype API using Postman, and populated it with dummy data for testing



Bank of Montreal

• Machine Learning Engineer

  • Sep 2019 - Dec 2019

  Toronto, Canada Area • Used a word to vector algorithm to represent stocks as points and find relationships • Utilized that model to find underlying components of ETFs and visualize them in TensorBoard • Formed the algorithm into a modular object-oriented API to be used by other trading models • Used the vectors and clustering to perform pairs trading in half the time previously required



Studio Onoma

• Canada
• Computer Games
• 1 - 100 Employee

• Machine Learning Programmer

  • Jan 2019 - Apr 2019

  Montreal, Canada • Developed a churn prediction model to predict and increase individual player retention • Implemented a survival analysis model on censored data to improve true positive rate • Utilized SQL Optimization on a Vertica Database to parse millions of rows of player data • Performed feature engineering to reduce 181 metrics over thousands of player actions into a useable feature set • Developed a collaborative filtering recommendation system on implicit data



PerkinElmer

• United States
• Biotechnology Research
• 700 & Above Employee

• Full Stack Developer (ML Stream)

  • May 2018 - Aug 2018

  Kitchener, Canada • Built prototype classification and regression models for use on spectroscopic data • Utilized Keras to build a Convolutional Neural Network with comparable results to research papers • Performed UX research through contextual analysis and usability studies • Refactored legacy code to expose functions and integrate models onto an embedded system •Utilized agile methodologies to execute 2-week sprints and successfully complete HuBoard tasks



King Day Camp

• Challenger Discovery Instructor

  • Jun 2017 - Aug 2017

  King City Worked as a camp counsellor to lead outdoor activities with small groups of 9-13 year olds. Independently created new activity programming used both with my own campers and for future years.



ONresources | RichessesON

• Canada
• Government Administration
• 700 & Above Employee

• Stewardship Youth Ranger

  • Jun 2016 - Aug 2016

  Parry Sound Worked with a small team to effectively complete sustainability projects, increase environmental infrastructure, and communicate with various interest groups.