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Rohan Karle Sudarshan
Mid-level Software Engineer specializing in AI, backend systems, and data platforms
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About
Built and shipped production AI features for Aiden, including a natural-language agent and a Knowledge Hub ingestion/retrieval system. Stands out for hands-on debugging of real LLM production issues across providers like OpenAI and AWS Bedrock, improving reliability and achieving 90% response/retrieval consistency through direct LiteLLM integration, validation, monitoring, and async system design.
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Key Strengths
- Shipped production AI agents used by real customers
- Deep LLM infrastructure and multi-provider integration expertise
- Strong failure analysis and reliability engineering for LLM systems
- Improved retrieval consistency to 90% across providers
- Reduced structured output and parsing failures in production
- Owned end-to-end document ingestion and retrieval feature across UI and backend
- Built async ingestion and background-worker workflows for responsive UX
- Zero-to-one builder for multi-provider LLM support
- Pragmatic scope definition and iterative cross-functional alignment through early demos
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