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Assessing your cultural and operational fit
National Central University
Data Scientist
June 25, 2026 – Present
tiger
March 10, 2023 – June 26, 2024
A Tight-fisted Optimizer (Tiger), implemented in PyTorch.
View Projectchebgibbsnet
September 19, 2022 – October 24, 2025
The official PyG implementation of ChebGibbsNet.
View Projectdcrnn_data
February 12, 2021 – February 6, 2022
The traffic data files for Los Angeles (METR-LA) and the Bay Area (PEMS-BAY).
View ProjectCultural Fit Analysis
The candidate's projects are primarily research-oriented and personal, indicating a strong drive for independent exploration in deep learning. The current role as 'Data Scientist' at a university aligns with a research-focused environment. However, the lack of diverse project types or team-based experiences makes it difficult to fully assess cultural fit for a broader industry role. The experience level is 0, which suggests this is an entry-level or very early career candidate, despite the 'Data Scientist' title.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.