work
Professional engagements, most recent first.
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GenAI Engineer at IDEA TSG
Building a GenAI platform from the ground up: retrieval-augmented assistants in production, evaluation, and the engineering scaffolding around them. Two RAG assistants live; a third is in progress.
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GenAI Consultant (RAG) at Zelebrix
Auditing and re-architecting a RAG system: hybrid retrieval with reranking, and an evaluation dataset to measure whether changes actually help.
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Data Scientist (GenAI) at Gestamp
A multi-agent system on Semantic Kernel, with Text-to-SQL under row-level access control and a golden-dataset evaluation, served as a streaming FastAPI service on AKS over hybrid RAG via Azure AI Search.
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Data Analyst at FTI Consulting
Data cleaning and document processing: Python and KNIME for the pipelines, OCR for extracting text from documents.