Manasa Marampally

Machine Learning Engineer @Molina Healthcare

US

Collaborated with multidisciplinary teams in medicine, computational pathology, and AI to develop healthcare-focused machine learning solutions.Designed and implemented end-to-end ML pipelines using XGBoost regression and unsupervised anomaly detection for predictive analytics and early abnormality detection.Fine-tuned the Gemini 1.5 LLM with advanced NLP techniques to extract regimen-related features from unstructured clinical notes, enhancing EHR data analytics and clinical insights.Automated large-scale data workflows with Python, SQL, and AWS, improving efficiency in model training, deployment, and inference.Presented technical findings and recommendations to clinical and leadership teams, driving data-informed decision-making.