Investigating neural mechanisms underlying graph reasoning capabilities in Large Language Models

Organizing productivity and education-focused events for Brown students

- Developed Slicer4D, a slicing plugin helping developers debug their code, resulting in a paper published at theASE 2024 conference (Rank A*). Achieved an average of 83% user satisfaction in usefulness and ease of learning.- Designed an extendable architecture, and implemented it as an IntelliJ plugin using Kotlin and Java byrefactoring and enhancing existing codebases.- Contributed to an AI+Law project, researching concepts such as explainability and AI agents. Analyzed theLegalBench paper, investigated individual legal tasks, and re-evaluated the performance of LLMs (GPT-3.5,GPT-4).

Created content across different social medial platforms to promote hackathons and the nwPlus community

- Orchestrated nwHacks 2024, Western Canada’s largest hackathon, effectively scheduling 45+ organizers across 36 hours of shifts and providing leadership to volunteers throughout the event- Empowered 740+ hackers to produce 170+ projects, including one raising $1.65 million as a Y Combinator startup.

- Evaluating and fine-tuning Riffusion, a music generation diffusion model, focusing on tempo and speed-specified prompt correlation, and t-SNE visualizations for spectograms.- Awarded the UROxMURC Best Oral Presentation at the Multidisciplinary Undergraduate Research Conference (MURC) 2024, welcoming a total of 450 presenters.

- Guiding 1400+ students in UBC’s largest CS course, leading labs and providing one-on-one assistance- Earned an 89% favorable rating, described by students as one who ”Explains concepts clearly and answers questions in a thought-provoking way”- Proctoring midterms and final exams, ensuring academic integrity and fairness

- Led Internal Logistics team towards a successful conference, attracting 200+ attendees and 10 student speakers.- Achieved 91% attendee satisfaction via meticulous event planning, setting team deadlines and milestones.

- Led a team of 60 students towards the creation of ecological and social initiatives on a national scale- Prioritized communication by hosting bi-weekly team meetings- Devised action plans for upcoming projects with superior organization and attention to detail- Assisted team managers by hosting communication and time management workshops - Planned and helped in the creation of impactful videos and social media infographics to elevate the non-profit's digital identity

- Assisted school staff in the creation of the foundation by bringing student input - Organized fundraising events and contacted sponsors- Served as an ambassador by promoting the foundation through social media, word of mouth, and networking events