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PhD student in theoretical/computational astrophysics at Queen's University | Galactic dynamics and computational methods | Audio DSP + VST Development
AI is analyzing your overall score…
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
aoc2025
December 2, 2025 – December 5, 2025
Solutions for advent of code 2025, implemented in Rust
View Projectsvgpr-regression
September 17, 2025 – November 10, 2025
Stochastic Variational Gaussian Process Regression for large datasets with input-dependent noise - tutorials and python implementation using GPyTorch
View ProjectCultural Fit Analysis
The candidate's personal projects show initiative and a self-driven learning approach, which can be a positive cultural fit. However, the lack of team-based projects or professional experience makes it difficult to fully assess collaboration and broader cultural alignment. The projects are diverse in technology (Python, Rust) but lack explicit alignment with typical enterprise backend systems (e.g., microservices, cloud platforms).
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.