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Software Engineering @ uWaterloo
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Assessing your cultural and operational fit
ragebait-twitter-bot
September 28, 2025 – October 31, 2025
ragebait-twitter-bot — GitHub repository
View Projecttime-machine
August 13, 2025 – September 19, 2025
Rewind LangGraph agents to explore and experiment with alternate paths.
View ProjectWhaleBeing
January 11, 2025 – September 21, 2025
Using an AI prediction model to reduce ship strikes in coastal waters.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and heavily focused on AI/ML, which, while demonstrating initiative, may not directly align with a pure Frontend Developer role's typical demands. The diversity of projects suggests a broad interest, but the lack of team-based or collaborative projects makes it difficult to assess cultural fit in a professional team setting. The project descriptions are very brief, limiting insight into the candidate's thought process or problem-solving approach.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are brief, and there are no completed psychometric or English tests to provide insight into communication style or work attitude.