Certified Azure Administrator with three years across cloud IAM, data pipelines, and geospatial analytics — turning enterprise back-end platforms and public data sets into systems people can rely on.
I'm a cloud administrator and data engineer based in Waterloo, Ontario, working across Azure and Google Cloud to build and secure enterprise-scale infrastructure. My background spans IAM and network administration, data warehousing and pipelines, and — going back to my time at a geographic information services centre in Dhaka — GIS and spatial data visualization.
Most recently I supported a disability insurance claims portal at Manulife across four cloud back-end platforms, and before that engineered network and reporting solutions for 130+ remote staff and a regional tourism board. I like projects where infrastructure, data, and a clear map of the problem all come together.
A self-directed GIS project using public incident data from the Thunder Bay Police Service (January–March 2024). I merged the incident report table with a Canadian postal-code geo-coordinate table in Python/pandas, then built two visualizations in ArcGIS Online.
The first map is a density heat map of vehicle collisions; the second aggregates violent, weapon, threat, assault, and sexual-crime incidents by location. Below is the pandas merge step joining the incident table to the geo-coordinate table on postal code.

