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Human Sagheer
Senior AI/ML Engineer specializing in Agentic AI, RAG, and LLM systems
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About
ML engineer with hands-on experience building production AI systems spanning agentic AI, RAG, LLM automation, fraud detection, and predictive analytics. At Origami Risk, they designed and implemented an enterprise RAG platform end to end using LangChain, LangGraph, vector search, and AWS Bedrock to improve internal knowledge retrieval, reduce manual effort, and raise response quality across teams.
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Key Strengths
- Built end-to-end production AI/ML systems
- Strong RAG and enterprise knowledge retrieval architecture
- Hands-on ownership from model development through MLOps, deployment, and monitoring
- Experience with LLM and agentic AI platforms in production
- Improved retrieval accuracy across fragmented, inconsistent data sources
- Delivered business impact through faster information access and reduced manual effort
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