Designed and implemented data models and ETL pipelines to ensure data accuracy and optimal query performance. Resolved production issues by identifying root causes in data pipelines and optimizing workflows to minimize downtime. Conducted trend analysis and forecasting, addressed data quality issues, and provided actionable insights for decision making. Wrote and optimized complex SQL queries (CTEs, subqueries, window functions) for data extraction and transformation; reduced query runtimes. Collaborated with stakeholders to define KPI and data governance standards for BI solutions.

Data Engineer at Jarvis Consulting Group

October 1, 2022 - October 1, 2022

Maintained and automated data pipelines with 99% uptime, leveraging Python and SQL to ingest and process streaming and transactional data. Fixed and improved performance by optimizing SQL queries, reducing ingestion time through Python and other optimization techniques. Migrated functionality of SQL queries to Python scripts to improve performance.

Data Science Fellow at SharpestMinds

December 1, 2021 - December 1, 2021

Applied NLP for text classification; produced clusters of Gutenberg library books using various clustering algorithms; compared performance and accuracy of each cluster sample based on silhouette and kappa scores generated by respective clustering algorithm.

Research Project Student at Multimedia Communications Lab, University of Ottawa

January 1, 2021 - January 1, 2021

Built a mobile application in React for the uOttawa sports club, enabling athletes to track and choose training programs; coaches could build customized workout plans and view health statistics.

Research Project Student at Multimedia Communications Lab, uOttawa

September 1, 2020 - January 1, 2021

Built a mobile application in React for the uOttawa sports club to help athletes track training programs and enable coaches to build customized workouts and view health statistics.