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Assessing your cultural and operational fit
Zhejiang University
Frontend Developer
June 29, 2026 – Present
HDP
January 10, 2025 – January 10, 2025
The code for paper "Heterophilous distribution propagation for Graph Neural Networks".
View ProjectCMGNN
May 28, 2024 – October 26, 2025
The codebase of "Understanding and Enhancing Message Passing on Heterophilic Graphs via Compatibility Matrix", including 20 baseline methods and proposed CMGNN.
View ProjectCultural Fit Analysis
The candidate's projects are primarily academic/research-oriented (DeepClustering, CMGNN, HDP) with a strong focus on Python and Graph Neural Networks, which deviates significantly from a typical Frontend Developer role. The 'zzn-promax.github.io' project shows some frontend exposure but is a personal GitHub page. The single listed experience as 'Frontend Developer' at 'Zhejiang University' has a future start date (2026), indicating no current or past professional frontend experience. This suggests a poor cultural fit for an immediate Frontend Developer role requiring practical industry experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.