Pradeep Akula
Java Full Stack Developer | MS CS @ UTA | Spring Boot • ReactJS • AWS • Docker • Kubernetes • REST APIs • SQL • MongoDB | Actively Seeking New Grad Roles
- Role
- Ai Ml Engineer at CVS Health
- Location
- Fairfax, VA, US
- LinkedIn followers
- 500 followers
About Pradeep Akula
Data Scientist with 4+ years of experience building machine learning, predictive…
Experience
Ai Ml Engineer
Jun 2025 — Present
Built predictive models for patient risk stratification and readmission prediction, using structured healthcare data (claims, EHR), improving recall for high-risk cases compared to baseline logistic regression models- Designed end-to-end ML pipelines using Airflow and MLflow for training, versioning, and deployment, reducing manual intervention in model lifecycle- Developed real-time inference APIs using FastAPI to support clinical decision workflows, ensuring low-latency responses for downstream applications- Performed feature engineering on longitudinal patient data (temporal signals, comorbidities), improving model interpretability and stability- Implemented model monitoring (data drift, prediction drift) to detect degradation in production healthcare datasets- Collaborated with data engineers and product teams to integrate models into care management systems used by clinicians
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