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Caretutor
Data Scientist
June 27, 2026 – Present
ML-K-Means-Clustering-algo
April 12, 2022 – April 12, 2022
One of the most widely used unsupervised machine learning algorithms for solving classification problems is K means. K Means divides unlabeled data into clusters based on shared characteristics and patterns.
View ProjectML-K-Fold-Validation
April 4, 2022 – April 4, 2022
ML-K-Fold-Validation — GitHub repository
View ProjectRandom-Forest-Classifier-ML-Algo
March 21, 2022 – March 21, 2022
Random-Forest-Classifier-ML-Algo — GitHub repository
View ProjectML-Support-Vector-Machine-SVM-
March 16, 2022 – March 16, 2022
The importance of miss-classifications is determined by the regularization parameter (lambda). SVM is a quadratic optimization problem whose goal is to maximize the margin between two classes while minimizing miss-classifications.
View ProjectML_algo_DecistionTreeClassifier
February 28, 2022 – February 28, 2022
ML_algo_DecistionTreeClassifier — GitHub repository
View ProjectTraining-Testing-Dataset-ML
February 1, 2022 – February 1, 2022
Training-Testing-Dataset-ML — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and focus on core ML algorithms, indicating a strong interest in the technical aspects of data science. However, the lack of diverse project types (e.g., collaborative, production-ready systems, domain-specific applications) and limited information on team-based work or problem-solving approaches makes it difficult to fully assess cultural fit beyond individual technical drive. The current role as 'Data Scientist' at Caretutor is listed as current but with a future start date (2026-06-27), which is unusual and requires clarification.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.