Work Experience
Data Science Consultant
June 2023 – PresentSupporting multiple client-facing data projects based on organizational needs.
Joyride (Fleet Management Platform)
Time-series Forecasting & Optimization
- Developed ML models to predict demand, optimizing vehicle distribution and station availability.
- Analyzed 320k+ records using SQL & Python to identify user behavior patterns across UK and Europe.
- Deployed final model as an API using Docker, AWS ECR, and Fargate for client demonstration.
AweGoo (E-commerce Retailer)
Data Visualization & ETL Pipelines
- Migrated dashboards from Tableau to Power BI, achieving 90% cost savings while enhancing real-time visibility.
- Automated ETL pipelines using AWS Lambda and Python to sync data between AWS RDS and Azure Blob Storage.
- Built interactive KPIs for Profit Summary and Marketing Costs using Azure Synapse.
Project Architect / Senior Designer
Apr 2013 - Feb 2023- Led design and feasibility for 80+ residential and commercial projects across Ontario.
- Developed automated Excel tools to standardize zoning analysis, improving accuracy and reducing turnaround time.
- Synthesized complex municipal data into actionable reports for regulatory approvals and site plan feasibility.
- Coordinated interdisciplinary teams and oversaw construction administration for full-cycle projects.