Designed and built responsive, production-grade React.js interfaces replacing Excel-based workflows, improving usability and reducing data retrieval time by 40% across operational teams. Developed dynamic, API-driven UI components with robust validation and state management to ensure reliable interactions across high-usage modules. Identified and eliminated 12+ UX bottlenecks through usability audits and interaction analysis, increasing accessibility scores by 25% and streamlining core workflows. Optimized frontend performance by refining state updates and rendering patterns, improving responsiveness in data-intensive interfaces. Partnered with cross-functional teams to translate ambiguous business requirements into intuitive UI systems and scalable frontend features, accelerating feature delivery.

ML Undergraduate Researcher at University of Alberta

September 1, 2025 - December 1, 2025

Improved LLM mathematical reasoning by 20% by implementing and tuning reinforcement learning algorithms on benchmark datasets. Designed and executed 20+ large-scale experiments, building reproducible evaluation pipelines and automating metric tracking to accelerate model iteration and performance analysis.