Kurmathi Sai Prakash Reddy
Software Engineer @Marsh McLennan
Signup · Get unlimited contacts
WORK HISTORY
Software Engineer @Marsh McLennan
US
Collaborated with actuaries, business analysts, and engineering teams to build a Risk Analytics and Insurance Claims Optimization System. Led requirements gathering in agile sprints and contributed to the development of machine learning models and rule-based engines. Improved claim processing accuracy by 30% and reduced false claim approvals by 45%. • Developed dynamic and responsive UI components using React and Redux, enabling real-time analytics dashboards and customized policy risk visualizations. Conducted A/B testing to refine user workflows, improving usability and reducing agent response time. • Managed AWS-hosted data infrastructure, including Amazon RDS (SQL Server) and DynamoDB, to store client risk profiles and historical claims. Improved data pipelines and applied encryption at rest and IAM policies to ensure compliance with HIPAA and SOX standards. • Designed and implemented backend microservices using C# and ASP.NET Core Web API, supporting modules for policy validation, claims processing, and real-time risk scoring. Integrated Apache Kafka for asynchronous messaging and deployed predictive models using ONNX Runtime to ensure sub-second API response times and 99.9% uptime. • Integrated predictive models and rule-based analytics into backend services to support real-time risk scoring and claims optimization.• Created robust test coverage with xUnit and Moq for unit and integration testing. Automated build and deployment workflows using AWS CodePipeline and CodeBuild, improving deployment speed by 35% and reaching 85% test coverage. • Partnered with DevOps to manage cloud infrastructure using AWS ECS, Lambda, and CloudFormation. Used logging, metrics, and alerting via AWS CloudWatch, achieving 99.99% system availability and ensuring smooth deployment of new analytics capabilities across global business units.
EDUCATION
University of Central Missouri
Master's degree, Computer Science
KL University
Bachelor of Technology, Computer Science
ABOUT KURMATHI SAI PRAKASH REDDY
I’m a Full-Stack Software Engineer with 3+ years of experience building scalable, cloud-native applications using React, C#.NET Core, Node.js, SQL Server and AWS, with strong expertise in API design, microservices, and data-driven systems.I’ve delivered production-ready software across domains such as insurance, risk analytics, and hospitality, working on high-performance backend services, responsive frontend applications, and secure cloud infrastructure. My focus is on writing clean, testable, and maintainable code, designing reliable systems, and optimizing performance at scale.Alongside full-stack development, I have a solid background in Machine Learning and Applied AI. I’ve built and integrated a CNN-based facial emotion recognition system (FER2013) into a web application to deliver personalized content recommendations, showcasing real-world ML-to-product integration.I enjoy working in Agile teams, collaborating across functions, and continuously learning new technologies where I can contribute to building impactful, user-centric products.Tech Stack:React.js.NET Core, C#, JavaScript, Python, SQL Server, REST APIs, LINQ, AWS, Git, Agile, Machine Learning, Deep Learning, CNNs, Computer Vision, Model Fine-Tuning. GitHub: Portfolio: kurmathisaiprakashportfolio.netlify.app CraveKart (Live Project): cravekart.pythonanywhere.com
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.