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Vještine

Generative AI LLM (GPT-4, Azure OpenAI, Anthropic Claude) LangChain & RAG pipelines Python development (FastAPI, Flask, Django) Azure AI services (Document Intelligence, AI Search, ML) Docker & Kubernetes (AKS) MLOps (MLflow, Kubeflow, CI/CD) Data engineering (SQL, Snowflake, ETL) Vector databases (FAISS, Pinecone, Azure AI Search) Prompt engineering & evaluation Model fine‑tuning (LoRA, PEFT) Monitoring (Prometheus, Evidently AI) Collaboration with cross‑functional teams Compliance (HIPAA, PHI de‑identification)

Iskustvo

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. End‑to‑end ownership of the RAG pipeline, ingesting policy documents, claims manuals and regulatory content into FAISS and Azure AI Search, with custom chunking and retrieval tuning for accurate answers. Automated extraction of ACORD forms and claim reports via Azure Document Intelligence and Python, reducing manual data‑entry effort. Developed a GPT‑4 based claims summarization service that transforms lengthy claim narratives into concise summaries for faster review.

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English

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