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CS @ McMaster University
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Assessing your cultural and operational fit
3ml3-final-project
April 7, 2026 – Present
Capstone for DATASCI 3ML3: Wikipedia Article Classification
View Projectliamstrilchuk.github.io
December 19, 2024 – August 14, 2025
liamstrilchuk.github.io — GitHub repository
View Project3ddisplay
December 20, 2023 – December 20, 2023
Rendering three-dimensional points on a two-dimensional plane
View ProjectCultural Fit Analysis
The candidate shows a strong inclination towards personal projects, including competitive programming and game development, which indicates initiative and a passion for technology. The 'Wikipedia Article Classification' project aligns with the Data Scientist role, suggesting a focused interest. The diversity of projects, from web development to game jams, indicates a broad technical curiosity and ability to adapt to different domains. However, the lack of team-based or professional experience makes it difficult to fully assess cultural fit in a collaborative work environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise, but no direct assessment of collaboration, communication, or problem-solving in a team context is available.