SEIF DORANI
Work

Projects & case studies

A focused set of work demonstrating how I design, evaluate, and reason about applied AI systems. Each project is documented as a real engineering case study — problem, architecture, measurement, and tradeoffs.

Engineering Onboarding Copilot — Knowledge Management Workspace
Personal / portfolio projectEvaluated grounded RAG core

Engineering Onboarding Copilot

Evaluated RAG for grounded engineering knowledge

A retrieval-augmented generation system that answers engineering questions from internal knowledge — with retrieval evaluation, reranking, grounded generation, citations, and safe abstention built in from the start.

PythonFastAPIPydanticPostgreSQLpgvectorDockerOpenAI embeddingsRAG
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More case studies are in progress. Professional enterprise AI work is summarized in the experience timeline.