Simone Costamagna
Ai Engineer @Machine Learning Reply
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WORK HISTORY
Ai Engineer @Machine Learning Reply
Turin, IT
Design and development of enterprise conversational AI systems and LLM-powered applications.Key work:• Development of production conversational AI systems for customer support integrated into company websites• Design of internal knowledge assistants used by insurance agents to retrieve policy and product information• Implementation of retrieval-augmented generation pipelines using Azure OpenAI and Azure AI Search• Development of document ingestion pipelines including parsing, chunking strategies, metadata enrichment, and retrieval filtering• Implementation of Agent-to-Agent (A2A) communication protocols to coordinate specialized AI agents• Design of guardrails, source citation systems, and human-in-the-loop feedback workflows• Implementation of LLM evaluation pipelines using RAGAS• Monitoring and observability of LLM systems using Langfuse
EDUCATION
Università degli Studi di Torino
Master's Degree in Computer Science, Artificial Intelligence and Computer Systems "Pietro Torasso"
Università degli Studi di Torino
Bachelor's Degree in Computer Science, Information and Knowledge
ABOUT SIMONE COSTAMAGNA
I’m an AI Engineer working on applications based on large language models (LLMs) and enterprise AI systems. I studied Computer Science and later specialized in Artificial Intelligence.When I started working, the first wave of large language models was growing quickly, so I started focusing my work on building systems around them.Today I mostly work on retrieval-augmented generation (RAG), conversational AI assistants, and multi-agent systems built with tools like LangChain and LangGraph.I’m always happy to connect with people working on LLM systems, AI agents, and enterprise AI.
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