Junior Data Scientist
- MaintenantServices à la personne Collaborating with the Nursing Team for requirement and data gathering in the form of nursing text notes.
Implemented a sophisticated NLP data pre-processing system and achieved 85% improvement on clinical annotations.
Experimenting with various classification models like Logistic Regression, SVM, Decision Trees, Random Forest and
Gradient Boosting.
Experimenting with various topic modeling techniques like LDA and Non-negative Matrix factorization.
Generating fall-risk assessment score for 3000 patients for better clinical decision support through nursing care.