I've been the technical person in business rooms and the business person in technical ones
Technology Consulting Intern
@ PwC
June 2026 – Present
Architected and configured scalable CRM solutions on Microsoft Dynamics 365 and Salesforce, improving data consistency across 3+ client business units by designing custom entity models, relationships, and role-based access controls.
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Engineered custom business applications with automated workflows on Power Apps and Power Automate, reducing quotation generation and approval turnaround time by ~40% through event-driven automation and modular component design.
Built and validated data ingestion pipelines on Microsoft Azure, ensuring data integrity across systems by implementing ETL logic, schema translation, and Databricks transformation verification.
Delivered marketing analytics insights to clients by writing optimized Salesforce Object Query Language (SOQL) queries against large relational datasets, surfacing actionable segmentation trends.
Authored key project deliverables including proposal decks, business requirement documents (BRDs), and RFP responses, translating technical system designs into stakeholder-ready specifications.
Machine Learning Engineer
@ University of Toronto Machine Intelligence Student Team (UTMIST)
September 2025 – Present
Developed a deep learning image classification pipeline in PyTorch, achieving ~92% validation accuracy on a 10K-image dataset by implementing data augmentation, transfer learning with a fine-tuned ResNet-50 backbone, and early-stopping regularization.
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Reduced model training time by ~35% by refactoring the data loading pipeline with parallelized preprocessing and GPU-accelerated batching on CUDA, enabling faster experimentation cycles across the team.
Built and deployed an NLP sentiment analysis model serving real-time inference through a Flask REST API, containerized with Docker for reproducible deployment and collaborative iteration across a 5-person engineering team.
Arts and Science Internship Program Senior Ambassador
@ University of Toronto
September 2025 – Present
Spearheaded coordination of professional development and employer networking events alongside ambassadors and program staff, driving increased engagement across a cohort of 100+ ASIP students.
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Advised program leadership on student initiatives and event design, delivering strategic feedback that enhanced inclusivity and expanded access to career resources for the participating student body.
Spearheaded review of 300+ course and program modification proposals alongside faculty leaders and committee members, safeguarding alignment with rigorous academic standards and learning outcomes across the Faculty.
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Analyzed the Faculty's New Budget Model and championed student perspectives in high-level curriculum discussions, delivering strategic recommendations that advanced resource allocation, cross-program equity, and enrollment access.
