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Prudhvi Madhabathula
Mid-Level Full-Stack Java Engineer specializing in cloud-native web applications
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About
Full-stack engineer (Snowflake) who shipped an AI/LLM-powered data exploration product end-to-end, spanning Spring Boot/Python services and a polished React UI with streaming responses and robust fallbacks. Experienced operating high-scale AWS deployments (Docker/Kubernetes, SNS/SQS, RDS Postgres, CloudWatch, Jenkins CI/CD) supporting thousands to tens of thousands of concurrent users, including handling real traffic-spike scaling incidents.
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Key Strengths
- Shipped end-to-end AI/LLM-powered feature (backend APIs + React UI) to production
- Designed secure APIs with JWT + RBAC, request validation, and response sanitization
- Built high-scale systems supporting ~4,000–6,000 concurrent users (and operated up to ~60,000)
- Implemented cost/performance controls: rate limiting and caching
- Strong UX for AI features: streaming responses, editable suggestions, undo, feedback loops
- Reliability engineering: fallback mechanisms, retries with exponential backoff, clear error messaging
- Production AWS operations with Docker/Kubernetes and Jenkins CI/CD (zero-downtime deployments)
- Event-driven architecture using SNS/SQS; messaging with RabbitMQ
- PostgreSQL schema design optimized with indexing, partitioning, and selective denormalization
- Incident/scaling response using CloudWatch-driven bottleneck analysis and scaling (ASG/RDS/SQS tuning)
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