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Naman Limani
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About
Built multiple AI projects end-to-end as a solo developer, including a privacy-focused LLM app that redacts PII before sending prompts to an external model and a LangGraph-based multi-agent triage system for log analysis. Stands out for combining LLM/agent design, deployment troubleshooting, and practical workflow automation with a strong emphasis on privacy and explainability.
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Key Strengths
- Built and deployed end-to-end privacy-focused LLM application solo
- Strong focus on PII protection and AI data privacy
- Designed multi-agent triage workflow with critic/review pattern
- Applied RAG and explainability to troubleshooting workflows
- Adapted architecture from gRPC to REST when deployment constraints blocked production rollout
- Improved usability through Docker-based environment automation
- Handled messy PDF/image inputs with OCR and backend preprocessing
- Experience with deployment debugging and integration issues
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