Hybrid Work Productivity Analysis
A mixed-methods research study for OptimaCo, combining survey data and interviews to find workflow bottlenecks and recommend better hybrid-work policies.
Research Methods · Data AnalysisA Digital Enterprise Management student at the University of Toronto and AI Solutions Engineer. I build AI-driven solutions, research how people interact with technology, and design with the user in mind.
View My WorkA mixed-methods research study for OptimaCo, combining survey data and interviews to find workflow bottlenecks and recommend better hybrid-work policies.
Research Methods · Data AnalysisA Human–Machine Communication study of how large language models act as both sender and receiver, and how people co-create meaning with AI.
HMC Theory · AI ResearchA team prototype that solved a student-related accessibility problem, winning UofT's Design Thinking Innovation Award in 2025.
Design Thinking · Prototyping