Research Assisstant

University of Waterloo

1. ▪ Formulated an algorithm to estimate distances using computer vision and integrated ML models which increased the robustness by
2. % of a system deployed in an ETL pipeline in Airflow.
3. Collaborate with team members and leaders to formulate data strategy, guiding the integration of diverse algorithms and modules to
4. uncover trends and patterns.
5. Developed Rest API using Flask to render output of ML models and applied PowerBI for data analysis, generating actionable
6. insights that were leveraged to address failure modes.
7. Crafted a CI/CD pipeline in Jenkins, increasing efficiency and automation in coursework grading by 50%, streamlining the course
8. evaluation process.

Data Engineer

Varroc Engineering

1. ▪ Managed deployment of highly efficient data pipelines and ETL processes, resulting in a 5% boost in iterative enhancements
2. ▪ Led development of data acquisition and transformation solutions using Python and SQL, enhancing data quality, accessibility, and
3. concurrently, developed and monitored Django based applications utilising HTML, CSS and JavaScript.
4. ▪ Spearheaded creation of user-interactive workflow tool, contributing to a 23% increase in data processing efficiency.
5. ▪ Collaborated with cross-functional teams to architect innovative data systems for auditing, leading to projected annual cost savings
6. of CAD$15K.
7. ▪ Optimised databases, implemented rigorous backend testing procedures with Pytest, resulting in a 12% reduction in testing time.
8. ▪ Compiled comprehensive documentation on data engineering project designs, implementations, and outcomes, facilitating effective
9. knowledge sharing and collaboration across teams.

University of Waterloo

Electrical and Computer Engineering