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Assessing your cultural and operational fit
Loan_Approval_prediction
August 29, 2023 – August 29, 2023
Loan_Approval_prediction — GitHub repository
View ProjectHybrid-os-scheduling-algorithim
August 28, 2023 – August 28, 2023
Implemented a highly accurate CPU scheduling algorithm outperforming other methods, improving process efficiency
View ProjectMachine-Learning-Model-for-CVD-prediction
May 19, 2023 – August 18, 2023
Machine-Learning-Model-for-CVD-prediction — GitHub repository
View Projectface_mask_detector
May 19, 2023 – May 19, 2023
This project utilizes a CNN to classify mask vs. no mask in images achieving 96.88% accuracy. Webcam captures frames, preprocessed and fed to the model in real-time using OpenCV, detecting multiple faces.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and focused on machine learning applications, which aligns with the technical aspects of a Data Scientist role. However, the lack of team-based projects or diverse industry exposure limits the assessment of broader cultural fit. The projects are somewhat repetitive in nature (e.g., two loan prediction projects).
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.