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Data Scientist at Dogus Tech - PhD Candidate at Kadir Has University
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Assessing your cultural and operational fit
Dogus Technology
Data Scientist
June 29, 2026 – Present
sustain-predict-maint
August 27, 2025 – December 11, 2025
Intelligent failure prediction for wind, solar, and hydro energy systems using synthetic sensor data, XGBoost, and SHAP explainability.
View Projectd-fit-chatgpt-streamlit
February 14, 2023 – April 26, 2023
d-fit-chatgpt-streamlit — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects show a focus on AI/ML applications, which aligns with a data scientist role. However, the projects are all personal and lack diversity in team collaboration or real-world business impact. The experience level is listed as 0, despite a current Data Scientist role, which creates an inconsistency. This suggests a potential lack of breadth in experience beyond personal projects.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.