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2 years of experience

Skills

Python FastAPI Azure OpenAI GPT-4 LangChain RAG Prompt Engineering MLflow Docker Kubernetes Azure DevOps SQL Pandas Snowflake CI/CD

Experience

AI/ML Engineer

Wagner Insurance

2022-10 -

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

Languages

English

fluent

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Last updated: 2 weeks ago