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RAG. Chatbots with knowledge augmentation

In my recent projects, I delved into the realm of Natural Language Processing (NLP) and developed advanced chatbots and semantic search applications. The primary focus was on creating intelligent systems capable of understanding and responding to user queries in a contextually relevant manner.I leveraged a variety of Language Models (LLMs) to enhance the conversational abilities …

Deep Learning Training

In an effort to equip future doctorate students with valuable skills in the fields of Computer Vision and Natural Language Processing (NLP), I conducted a hands-on training course at the University of Vigo. This course was designed to be practical and accessible, providing participants with a strong foundation in Deep Learning. The course primarily was …

Generative AI in the Aerospace Industry

In the fast-paced world of the aerospace industry, our ongoing collaboration with Immfly aims to revolutionize helpdesk operations at various levels, powered by cutting-edge generative AI tools. Notably, we have tailored solutions to enhance efficiency at both L1 and L2 support tiers. At the foundational L1 level, we have deployed a semantic search system that …

NLP, neo4j and LLMs Knowledge Graphs automation

In the dynamic landscape of the financial sector, our recent project is looking to innovate with cutting-edge technology. We have engineered a robust pipeline for a forward-thinking startup, utilizing Natural Language Processing (NLP) and Knowledge Graphs (KG) to identify potential instances of fraud. At its core, our project involves the construction of a comprehensive KG …