Jacob Curtis
Graduate Ai Engineer @Lloyds Banking Group
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WORK HISTORY
Graduate Ai Engineer @Lloyds Banking Group
Bristol, GB
Led the development of ‘Dialogue with Data’, a pioneering internal LLM-powered BI agentic application enabling NL to SQL query generation over internal colleague datasets.Built a full-stack GenAI system combining Gemini Pro, FAISS-based vector search, and RAG to understand domain knowledge in user queries and generate accurate SQL queries.Engineered a semantic layer for entity-aware query resolution using embedding search, NER, and prompt-chained logic.Developed a real-time frontend using React.js, Interstellar, WebSockets, and FastAPI, backed by a scalable Python/GCP/BigQuery stack.Applied advanced prompt engineering, few-shot examples, and in-context learning strategies to enhance LLM reliability and query precision.Delivered a GenAI proof-of-concept that significantly reduced data access barriers for non-technical stakeholders and informed Lloyds\' AI adoption roadmap.
EDUCATION
Peter Symonds College
Extended Project Qualification, Mathematics, Computer Science, Physics
Durham University
Bachelor of Science - BSc, Computer Science
ABOUT JACOB CURTIS
Hi, I\'m Jacob Curtis, a technology and startup enthusiast. Since graduating with a BSc in Computer Science from Durham University, I have been software consulting for various startups and now work in GenAI at Lloyds Banking Group.Previously, I worked as a software intern at SpotGenius, an AI-powered parking detection platform, and full-time at SafetyNet, a decentralised marketplace for civil services.I\'m passionate about software and data science, AI, startups, and entrepreneurship. Let\'s connect for insightful discussions, networking, or a friendly chat.
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