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McGill University
Data Scientist
June 27, 2026 – Present
samanthalwong.github.io
January 4, 2026 – Present
samanthalwong.github.io — GitHub repository
View Projectsensitivity_tools
August 19, 2025 – August 19, 2025
Sensitivity tools for debug den tutorial
View Projectgammapy
November 26, 2024 – June 13, 2025
Gamma-ray astronomy high-level data analysis Python package
View Projectbkg_testing
October 18, 2024 – October 18, 2024
Generation and validation methods for gammapy bkgs
View Projectcameraplotter
September 8, 2023 – September 8, 2023
Plot VERITAS events in the camera plane
View Projectpython_exposure_map
September 7, 2023 – September 7, 2023
python_exposure_map — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio primarily consists of personal, academic-leaning projects focused on scientific data analysis (gamma-ray astronomy). While demonstrating strong technical interest, the diversity of project types and exposure to different industry contexts is limited. The current role at McGill University aligns with the target role, but the overall breadth of experience outside of a specific scientific domain is not clearly demonstrated, which might impact cultural fit in a more diverse commercial data science environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.