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Sujeeth Rajkumar
Mid-level Generative AI Engineer specializing in LLMs and enterprise AI
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Built and owned an enterprise LLM/RAG document intelligence platform for PNC Financial Services in a compliance-heavy environment, focused on grounded answers over internal finance and policy documents. Stands out for combining GenAI product delivery with production engineering discipline, delivering 60% faster document review and materially better answer quality while creating reusable FastAPI-based AI services for multiple teams.
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Key Strengths
- Owned production LLM/RAG system end-to-end in financial services
- Built compliance-sensitive AI assistant with grounded responses and guardrails
- Strong experimentation mindset across chunking, retrieval, and prompt parameters
- Improved document review efficiency by 60%
- Improved response relevance and correctness by 20-40%
- Balanced latency, cost, quality, and safety tradeoffs in production
- Translated hybrid retrieval research into scalable implementation
- Designed reusable Python FastAPI platform for internal AI teams
- Improved team delivery speed by 30% through standardized services and testing
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