Amanda Morin Email & Phone Number

San Francisco, Ca, Us

San Francisco, California, United States

New York, United States

- 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

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

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

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 auseable feature set• Developed a collaborative filtering recommendation system on implicit data

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 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.

Parry Sound

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

Software Engineering, Software Engineering

Activities and Societies: Engineering Society representative, Cooking club executive, Performer in Engineering Play, Engineering.

Education record

Activities and Societies: Competed in the Envirothon competition to win the North American championships against over 10,000 teams..