• Provide leadership, vision, and mentorship to members of UTMIST, University of Toronto's largest club for machine intelligence with 175+ executive members 2000+ participants, co-leading 7 departments and vice presidents

• Supervise and manage 3 student-led design teams (4 directors and 22 developers) working on applied machine learning and research projects• Plan, organize, and engage in community outreach through campus orientation fairs, club fairs, and other student events• Planned and hosted, as the primary speaker, the Winter 2024 UTMIST Engineering Showcase

• Chair of the Application Review Committee: Led and designed the selection process for hackathon participants out of 1200+ registrations, managed a team of 13 reviewers, and evaluated the review outcomes using data analysis using Python Pandas • Virtual Judge: Evaluated and provided feedback on virtual hackathon projects, assessing participants' submissions based on project quality, innovation, and alignment with competition guidelines as well as contributed to the final evaluation of all projects• Operations Lead: Orchestrated logistical aspects of the hackathon by designing the process for judging, registration, and providing support to other team departments to ensure a seamless and successful experience for hackers

• Led the production of 200+ new help desk knowledge articles as lead of the help-desk overhaul project team• Provided strategic direction through designing and evaluating knowledge article production workflows which were communicated to both internal and external stakeholders through workshops and meetings• Designed tools in Python and SQL to identify knowledge gaps in the pre-existing help-desk system and delegate writing tasks automatically to the different IT department sub-teams• Led UI/UX decisions for the service desk web page and the new knowledge base articles to increase consistency, accuracy, and quality of help desk support

• Planned, moderated, and presented monthly seminars on issues in techno philosophy, data ethics, and cybersecurity to foster a deeper and more nuanced ethical understanding of the broader implications of technology in the University of Toronto community• Designed seminar content through compiling and synthesizing research, governmental and policy documents, and case studies

• Quantified the health and climate effects of emissions from the Billy Bishop airport through deployment and data analysis of low-cost air quality sensors• Investigated and detailed calibration and maintenance of air quality sensors leading to successful deployment of 7 air quality sensors• Presented findings on the Billy Bishop airport emissions through compiling and synthesizing existing literature on plane emissions, data mining and modelling pollutant behaviour in Python Pandas and statsmodels.api using diurnal and wind analysis with the collected sensor data