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SAResume
Experience

Research, engineering, and applied ML.

A compact view of the roles that shaped how I build.

Machine Learning Research Assistant

SMART Mapping Lab

2025 - Present
LiDAR segmentation and sensor fusion pipelines.Traffic and spatial analytics for field data collection.

Applied Machine Learning Researcher

Faculty of Medicine & Dentistry

2024 - 2025
Survival modelling on pediatric Crohn's datasets.Feature reduction and faster training workflows.

Software Development Intern

Government of Alberta

2024
Reworked data pipelines for significant speedups.Infrastructure and geospatial workflow improvements.

Computer Vision Research Assistant

Civil & Environmental Engineering

2023
Tracking and wildfire visualization tooling.Research code migration from MATLAB to Python.