Research

• Apr 2021 - Present

Working with Dr. Fenster on classification and segmentation of carotid plaque buildup through computer vision techniques

Residence Don

• May 2019 - Present

Research

• May 2020 - Aug 2020

Working to automate tornado detection and classification- Wrote and tested 12 different machine learning models to optimize prediction accuracy; achieved 70% accuracy with adversarial learning on a CNN transfer learned on InceptionResNetV2- Built a dashboard with MERN and Google Cloud; enabled non-technical users to interact with the software

Research Analyst

• May 2021 - Aug 2021

- Financial modelling with excel; contributed to investment thesis formation for global equities – 60B AUM- Built sentiment analysis model with Google Cloud and automated DCF with VBA; assisted managing director with investment research and report writing - Financial modelling with excel; contributed to investment thesis formation for global equities – 60B AUM- Built sentiment analysis model with Google Cloud and automated DCF with VBA; assisted managing director with investment research and report writing

Co-Founder

• Jun 2018 - Aug 2020

Developed a learning tool which searches and assembles blogs, news stories, and YouTube mentions of academic publications across the web to help students gain a preliminary understanding of a research topic.The tool is being used at Toronto District School libraries, Toronto Public Library, and by the New Brunswick Ministry of Education which have helped students understand topics of interest. Developed a learning tool which searches and assembles blogs, news stories, and YouTube mentions of academic publications across the web to help students gain a preliminary understanding of a research topic.The tool is being used at Toronto District School libraries, Toronto Public Library, and by the New Brunswick Ministry of Education which have helped students understand topics of interest.

Co-Founder

• Aug 2019 - May 2020

Co-founded an app development and analytics company.Developed an online learning platform for client with MERN and AWS Co-founded an app development and analytics company.Developed an online learning platform for client with MERN and AWS

Software Engineer Intern

• May 2019 - Aug 2019

Designed and implemented a real-time business intelligence solution powered by AWS. Moved data from RDS database, converted data to Parquet and partitioned, then visualized. My data pipeline and dashboard empower decision-makers at over 200 stores with the relevant information to make informed decisions. Designed and implemented a real-time business intelligence solution powered by AWS. Moved data from RDS database, converted data to Parquet and partitioned, then visualized. My data pipeline and dashboard empower decision-makers at over 200 stores with the relevant information to make informed decisions.

Data Analyst

• Mar 2018 - Jun 2018

Applied SAS and Python Pandas to Canadian Science Publishing’s financial data to determine how to grow revenue and manuscript submissions; findings were incorporated into the company’s long-term strategy Applied SAS and Python Pandas to Canadian Science Publishing’s financial data to determine how to grow revenue and manuscript submissions; findings were incorporated into the company’s long-term strategy

Math Tutor

• Mar 2015 - Aug 2017

Tutored math for 4 clients; increased grades by up to 10%. Tutored math for 4 clients; increased grades by up to 10%.

Camp Counsellor

• Jul 2015 - Aug 2015

Planned and led activities for campers; 25% of my campers extended their stay. Planned and led activities for campers; 25% of my campers extended their stay.