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2 years of experience

Skills

Generative AI LLM (GPT-4, Azure OpenAI) Python FastAPI Docker Kubernetes/AKS Azure DevOps MLflow FAISS Azure AI Search Azure Document Intelligence Prompt Engineering RAG pipelines CI/CD Data Engineering

Experience

AI/ML Engineer

Wagner Insurance

2022-10 -

Designed and delivered a Generative AI underwriting assistant using GPT‑4, Azure OpenAI, LangChain and RAG, enabling underwriters to query policy guidelines and historical claims in plain English. Managed the end‑to‑end RAG pipeline, ingesting policy documents, claims manuals and regulatory content into FAISS and Azure AI Search, fine‑tuning chunking and retrieval for accurate answers. Automated the extraction of ACORD forms and claim reports with Azure Document Intelligence and Python, reducing manual data‑entry effort. Developed a GPT‑4 powered claims summarization service that transforms lengthy claim narratives into concise summaries, improving review efficiency.

Languages

English

fluent

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Last updated: 1 тыдзень таму