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Rakesh Kumar
Mid-level Software Engineer specializing in cloud-native microservices, DevOps, and SRE
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About
Built and productionized an LLM-enhanced version of the WeDAA platform to auto-generate microservice architecture diagrams and support code generation from user prompts, including a practical solution for non-overlapping canvas object placement via coordinate templates. Experienced in diagnosing agentic workflow failures using AWS Strands agents with feature-flagged debug logging, and frequently supports sales through tailored demos and POCs to drive adoption.
Experience
Education
Key Strengths
- Took an LLM-powered architecture-diagram/code-generation concept from prototype to production (WeDAA)
- Solved automated canvas layout by using a coordinate-based template approach to place generated objects without overlaps
- Real-time troubleshooting of agentic/LLM workflows using feature-flagged DEBUG mode and detailed LLM call/output logging
- Delivers developer-focused demos/workshops using real-world use cases, live examples, and interactive checkpoints
- Strong pre-sales/POC partnership with sales—translates business requirements into technical solutions and addresses concerns live
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