Data Scientist
Secure Space Private Lmtd
Hyderabad, Telangana, India
- Worked on predicting the student’s chance of admission into state government schools based on their merit and coding skills.
- Analyzed the students by their performance and gave recommendations on the areas of improvement.
- Longitudinal dataset was built using coding skills, scores, and student information.
- Performed validation checks to find whether all the columns are present, and all are of similar data types.
- Implemented clustering for better understanding of the data and we divided into different groups by DBSCAN.
- Implemented various supervised classification machine learning algorithms like logistic regression, random forests, SVM, KNN, Feed-forward ANN and handled class imbalance in the data using SMOTE.