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Kasireddy Kumar reddy
Mid-level AI/ML Engineer specializing in healthcare, fraud detection, and recommender systems
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About
Healthcare-focused applied ML/LLM engineer who has deployed production systems including an LLM medical documentation assistant that summarizes unstructured EHR notes into physician-ready structured outputs. Experienced building secure, compliant pipelines (PHI minimization, RBAC, encryption) and scaling via Docker/Kubernetes/Azure ML, plus orchestrating ETL/ML workflows with Airflow and Kubeflow; also built an LLM-driven clinical coding assistant at Centene with measurable performance metrics.
Experience
Education
Key Strengths
- Built and deployed production LLM medical documentation assistant for structured clinical summaries from unstructured EHR notes
- Designed scalable ML/LLM infrastructure (Docker, Kubernetes, Azure ML) and exposed as an API
- Healthcare data privacy/security implementation (PHI minimization, RBAC, encryption)
- Orchestrated ETL and ML pipelines with Airflow and Kubeflow, including automated retraining
- Metrics-driven AI workflow design (accuracy, latency, physician review acceptance rate) with modular retrieval/reasoning/validation components
- Strong cross-functional collaboration translating clinical workflow needs into ML solutions
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