Machine Learning Engineer, Nightingale Caring Solutions
Feb, 2023 - Present
Work as a Machine Learning Engineer and Software Developer for a Healthcare Startup focused on improving Caregiving experiences.
Successfully developed and implemented advanced machine learning algorithms using XGBoost, SMOTE, and parameter tuning to accurately predict sparse negative outcomes.
Designed and built a robust framework for generating representative synthetic data.
Created a framework that facilitated the creation of synthetic Big Data datasets, enabling their use for training machine learning algorithms.
Conducted extensive research and analysis to optimize the performance of machine learning algorithms.
Worked on PyOMO model to optimize Nurse-Patient caregiving.
Implemented API for the dynamic usage of the PyOMO model.
Collaborated with cross-functional teams to ensure the successful integration of machine learning solutions into software products.