ProjectX Team Lead

• Jul 2023 - Present

Start-up Cofounder

• May 2023 - Present

My team was selected to participate in entrepreneurship program that supports development of technology startups. Our particular project focused on improving public safety by leveraging the power of community through the use of advanced AI algorithms and innovative features, all incorporated in an appealing mobile app. Throughout the summer, our team worked with an Advisory Board of business and technical mentors as well as Rotman MBA and UTM MMI (Master of Management and Innovation) students to develop a business canvas model, cash-flow runway, minimum viable product (MVP), and undergo rigorous biweekly pitching rounds. Our team then had the opportunity to pitch our startup to a panel of entrepreneurs, investors and mentors on Demo Day. Show less

Research Scholar

• May 2023 - Aug 2023

Data Science Researcher - Using various statistical and machine learning methods for casual inference and mediation analysis including marginal structure models and Cox proportional hazard models. Used such methods to analyze one of largest available biology datasets provided by the UK Biobank to determine if ectopic fat is a mediator for various chronic diseases and lifestyle factors. Data Science Researcher - Using various statistical and machine learning methods for casual inference and mediation analysis including marginal structure models and Cox proportional hazard models. Used such methods to analyze one of largest available biology datasets provided by the UK Biobank to determine if ectopic fat is a mediator for various chronic diseases and lifestyle factors.

Machine Learning Intern

• May 2020 - Aug 2020

Building machine learning models to explore FX trading data for opportunities to reduce investment management costs using Python, TensorFlow, and Keras. Building machine learning models to explore FX trading data for opportunities to reduce investment management costs using Python, TensorFlow, and Keras.