Teams at Axtria - Ingenious Insights

Build and optimize machine learning models for pharmaceutical commercial use cases, including patient journeys, treatment progression, churn prediction, HCP targeting, and next-best-action recommendations. Develop transformer, LSTM/GRU, and attention-based sequence models; integrate complex healthcare and commercial datasets; and create end-to-end pipelines using Databricks, PySpark, SQL, and MLflow. Translate analytical findings into actionable insights for brand, sales operations, and commercial stakeholders.