Srisharanya Injarapu

Software Engineer - Ml & Data Systems @University Of Florida College Of Medicine

Gainesville, FL, US

Led the revival and optimization of a legacy codebase for the Integrated Data Repository (IDR), implementing modern parallel computing frameworks (Dask, CUDA, NVIDIA RAPIDS) to process large-scale EHR data, optimizing data transformation workflows for advanced clinical research and machine learning applications.• Orchestrated computational workloads on Hypergator HPC clusters using SLURM for job scheduling, and containerized applications with Docker and Kubernetes to ensure scalable and efficient resource utilization for data-intensive research.• Led full-stack development of the MSR clinical research platforms: built scalable backend services (FastAPI, Cassandra, Redis) to ingest and serve EHR data and ML model outputs, and a responsive React + Tailwind frontend to enable clinicians to visualize patient risk scores and interact with predictive insights.• Championed software engineering best practices by implementing robust version control workflows (Git), conducting thorough code reviews, and creating comprehensive documentation for both new and legacy systems, ensuring code quality, knowledge sharing, and long-term maintainability of the research codebase.