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Assessing your cultural and operational fit
MS Ramaiah Institute of technology
Data Scientist
June 14, 2026 – Present
Transport_Systems
December 1, 2025 – Present
TRAF-GNN is an AI-powered traffic forecasting system that predicts future traffic flow and congestion patterns on road networks using Graph Neural Networks (GNNs).
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal projects and exploration of diverse technologies. This indicates a self-starter mentality and a willingness to learn new tools, which can be a positive cultural fit for innovative environments. However, the lack of team-based or collaborative project descriptions makes it difficult to assess their collaboration style. The target role is Data Scientist, and while some projects align, the breadth of technologies suggests a generalist interest rather than a focused data science profile.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.