Development and productionalization of machine learning big data pipeline to predict market structures for order routing using data from Bloomberg/OneTick Heavy utilization of python, pyspark, and C# in conjunction with both cloud and on-prem deployments. Involved transformations of raw order book data from exchanges and generating predictive signals for order routing to reduce trading slippage.

Leveraged Azure/Databricks to build big data engineering pipelines for NLP sentiment analysis in Capital Markets space utilizing Spark. Built C# Rest API between Microsoft Power BI and other internal applications.

Successfully transitioned changes to society’s revenue and funding disbursement structure while increasing funds available to student groups and maintaining budget surplus. Generated monthly financial reports detailing society expenditures and justifications for the board of directors as well as for auditors. Oversaw commercial operations helping managers achieve their annual goals and setting record revenues over previous years.

Analyzed cellular growth trends using Matlab, R, and Minitab statistical software based on recordings from first-hand observations. Helped develop Standard Operating Procedures for lab. Coinventor of internationally registered patent. Prototyped applications of RFID tracking technology for use in laboratory workspace. Identified layout and cost savings in building out a new facility during planning stages

Responsible for organizing and running the UTRA Sumobot Competition, involving over 150 participants. Coordinating the scheduling of workshops and competitions, procurement of materials, and recruitment/development of volunteers. Helping build the UTRA brand within the University of Toronto student body, especially among incoming students.

Developed and tested optimization algorithms for patient to operating room (OR) scheduling using Java and Gurobi software. Included mathematical modelling of factors such as surgery duration, equipment required, surgeon assigned, OR operating cost, and hospitalization day cost.

Inspiring and guiding high school students interested in STEM fields, with a particular focuses on both sustainable energy and entrepreneurship/innovation. Coordinating between instructors and administration in terms of resources and scheduling.