CV

Data Analyst

Capital One

• Led end-to-end data productionization using Snowflake and Git, including user feedback collection, data standardization, dataset validation, and final production-ready releases.
• Automated workflows in enterprise modeling platforms to extract and transform data from AWS and Snowflake while maintaining governance compliance.
• Supported process management and business analysts with tailored reports and data insights for operational decision-making.

Data Management Analyst

Environment and Climate Change Canada

• Built interactive assessment tools with HTML, CSS, and JavaScript to evaluate FAIRER principles for datasets and knowledge assets.
• Recovered and restructured the International Research Data Management glossary from web archives using Python, restoring access to 500+ terms.
• Extended machine-actionable data management plan modules in Go to improve interoperability and machine readability.

Research Assistant

University of Waterloo

Supervised by Professor Diogo Barradas.

• Designed and developed a visualization dashboard for ICLab, enabling non-technical users to explore global Internet censorship data by country and measurement type.
• Improved the UI, containerized the project with Docker for remote deployment, and optimized database access with materialized views, caching, and indexing.

Research Assistant

University of Waterloo

Supervised by Professor Grant Weddell.

• Extended the relational model into ARM schema by adding an abstract domain for entity identifiers and improving reference handling in a domain-specific language.
• Enhanced SQLP with referring expression support and optimized query mapping from ARM schemata to relational schemata.
• Documented ARM schema concepts and SQLP applications to support future development.

Data Analytics Consultant

BDO Canada

• Led QA testing of SmartMine and resolved more than 100 data inconsistencies.
• Optimized Power BI dashboards, improving load times by 15%.
• Supported Azure-based architecture deployment and integration of five new data sources.

Research Assistant

University of Waterloo

Supervised by Professor Grant Weddell.

• Extended the relational model into ARM schema by adding an abstract domain for entity identifiers and improving reference handling in a domain-specific language.
• Enhanced SQLP with referring expression support and optimized query mapping from ARM schemata to relational schemata.
• Documented ARM schema concepts and SQLP applications to support future development.

Data Migration Analyst

CN Railway

• Cleansed more than 1 million records during a SAP HANA migration and reduced duplication by 20%.
• Optimized SQL queries, improving data retrieval speeds by 30% and reducing project timelines.

Tutor for MATH237

University of Waterloo Mathematics Tutoring Centre

• Tutored students in vector calculus, partial derivatives, and multiple integrals to improve understanding and course performance.

Master of Science

Brown University

Computer Science

• Human-AI Interaction
• Research Topics in Self Supervised Learning

Bachelor of Computer Science

University of Waterloo

Data Science, Statistics

• Introduction to Database Management
• Data Structures and Data Management
• Computational Statistics and Data Analysis
• Forecasting
• Data-Intensive Distributed Computing
• Distributed System
• Generalized Linear Models and their Applications
• Introduction to Artificial Intelligence
• Major in Data Science, Minor in Statistics

Sci2Pol: Evaluating and Fine-tuning LLMs on Scientific-to-Policy Brief Generation

Introduces Sci2Pol-Bench and Sci2Pol-Corpus for evaluating and fine-tuning LLMs on scientific-to-policy brief generation, with fine-tuned Gemma-27B outperforming GPT-4o and DeepSeek-V3 in reported experiments.

Computational Analysis Uncovers Contrasts in G-Quadruplex Propensity and Aptamer Enrichment in SELEX-Derived Libraries

Analyzes SELEX libraries to test whether predicted G-quadruplex propensity explains aptamer enrichment and concludes that structural prediction should be combined with empirical performance.

Bradley Family Upper-Year Scholarship for Women in Mathematics

Awarded annually to a woman in Mathematics with research in data analytics, coding, computer science, or artificial intelligence.

University of Waterloo President's Research Award

Awarded for A Dashboard for an Internet Censorship Observatory under Diogo Barradas.

University of Waterloo President's Research Award

Awarded for Enhancing a Main-Memory DBMS under Grant Weddell.

University of Waterloo President's Scholarship of Distinction

Awarded for an admission average of 95% or above.