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Praveen LAKSHMAN
Mid-level Software Engineer specializing in backend systems and workflow automation
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About
Early-career AI engineer currently pursuing a Master's, with hands-on experience building and improving RAG pipelines using LangChain. They stand out for moving beyond naive retrieval into multi-step retrieval and feedback-loop designs to reduce hallucinations, and are now exploring multi-agent systems with distinct retrieval, coding, and validation roles.
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Key Strengths
- AI-assisted development with strong validation mindset
- Iterative improvement of RAG systems
- Multi-step retrieval design to improve relevance
- Reducing hallucinations through better chunking and retrieval
- Emerging multi-agent architecture thinking
- Ownership of REST API, orchestration, and workflow modules
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