I am a data professional with 8+ years of experience across data engineering, analytics, and business intelligence. I design scalable pipelines, implement governance frameworks, and deliver trusted data assets that power analytics, ML, and AI use cases.\n\nI am proficient in Snowflake, SQL Server, Python, and dbt-style modular modeling, and I thrive in collaborating with cross-functional teams to translate complex business logic into production-grade data systems. I enjoy mentoring teams on automation and best practices.

Jasmine Joy

I am a data professional with 8+ years of experience across data engineering, analytics, and business intelligence. I design scalable pipelines, implement governance frameworks, and deliver trusted data assets that power analytics, ML, and AI use cases.\n\nI am proficient in Snowflake, SQL Server, Python, and dbt-style modular modeling, and I thrive in collaborating with cross-functional teams to translate complex business logic into production-grade data systems. I enjoy mentoring teams on automation and best practices.

Available to hire

I am a data professional with 8+ years of experience across data engineering, analytics, and business intelligence. I design scalable pipelines, implement governance frameworks, and deliver trusted data assets that power analytics, ML, and AI use cases.\n\nI am proficient in Snowflake, SQL Server, Python, and dbt-style modular modeling, and I thrive in collaborating with cross-functional teams to translate complex business logic into production-grade data systems. I enjoy mentoring teams on automation and best practices.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate

Language

English
Fluent

Work Experience

Data Engineer at BGIS Canada
May 1, 2024 - Present
Data Engineer for Artificial Intelligence & Advanced Data Analytics: designed and productionized Snowflake-based data pipelines, built denormalized datasets and star schemas for analytics and predictive modeling, implemented a rule-driven Data Quality Engine with bounding-box validation for spatial data QA, co-led Capital Planning Engine development for lifecycle simulation and TCO modeling, automated anomaly detection and QA checks, partnered with Finance, Energy, and Capital Planning teams to align solutions with strategy, utilized Python (asyncio, pandas) for API ingestion and concurrent data retrieval from Open-Meteo and Environment Canada, recognized with a Team Member Award for automation and governance improvements.
Business Analyst at BGIS Canada
April 1, 2024 - October 15, 2025
Built interactive Power BI dashboards with complex DAX and role-based security; automated anomaly detection and classification models using Python; developed SQL pipelines supporting vendor scorecards and corporate KPI dashboards; standardized documentation, testing, and naming conventions; conducted workshops on data governance and dashboard optimization; designed automated ingestion workflows handling 25M+ rows of structured/unstructured data; refactored processes to improve data reliability and prevent dashboard failures.
Junior Data Scientist at BMO Financial Group
April 1, 2021 - October 15, 2025
Built NLP classification models and text-based rule engines for audit and compliance workflows; developed retention models and exception-detection tools using Python and SQL; applied logistic regression to predict mortgage retention rates and enhanced customer segmentation; created dashboards for COVID-19 exposure tracking and risk mitigation.
Audit Data Analyst at BMO Financial Group
August 1, 2020 - October 15, 2025
Engineered a recursive ETL pipeline with a UI for corporate auditing and data traceability; authored a self-serve manual to improve usability and reduce audit turnaround time.
Data Analyst (TradeCafe) at Bassett and Walker International Inc.
May 1, 2020 - October 15, 2025
Designed Tableau dashboards and SQL pipelines for procurement and vendor analytics; supported platform launch by managing ERP data flows; automated data quality and anomaly detection scripts in Python and SQL.
GIS Analyst at GM BluePlan Engineering Ltd.
February 1, 2018 - October 15, 2025
Built Access- and Python-based tools for asset risk analysis and condition assessment; created geocoding and coordinate conversion scripts reducing manual effort by 60%; managed data migration and QA for municipal engineering projects.

Education

Honours BSc, Computer Science at Toronto Metropolitan University
January 11, 2030 - January 1, 2024
Honours BSc, Physics at University of Toronto
September 6, 2010 - June 8, 2015
Postgraduate Certificate, Geographic Information Systems – Geospatial Management at Niagara College
January 11, 2030 - January 1, 2016

Qualifications

Add your qualifications or awards here.

Industry Experience

Professional Services, Software & Internet, Financial Services, Energy & Utilities