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Hanane Dupouy

Hanane Dupouy

Paris
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Opinions are mine and do not reflect those of my employer. 👉 Visit: ▪️ My github repo: https://github.com/hananedupouy/LLMs-in-Finance ▪️ My blog: https://machinelearning-basics.com/blog/ 👉I have co-authored whitepapers exploring the applications of Generative AI in Finance: ▪️ Large Language Models as Financial Analysts: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4945481 ▪️ Evaluating LLMs in Financial Tasks - Code Generation in Trading Strategies: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4752797 ▪️ Re-Ranking Financial News Articles Using Hypothetical Answers and Language Models: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4926641 I enjoy simplifying complex AI concepts, sharing insights, and helping others navigate the fast-evolving AI landscape—whether through LinkedIn posts, research papers, or pushing all my contribution on my GitHub repo. I am a technologist deeply intrigued by the transformative applications of AI in finance. My expertise spans Generative AI, Large Language Models (LLMs), AI Agents, Retrieval-Augmented Generation (RAG), and fine-tuning models. I focus on providing detailed, actionable insights into leveraging these advanced technologies to solve complex problems, particularly within the financial domain. I come from a technical background, combining an engineering degree and a specialized master degree in finance from a business school (both in France). My journey led me into data science, where I managed a team of data scientists and business intelligence professionals in a french bank. Later, I transitioned into algorithmic trading in the equity department, designing and implementing strategies to execute client orders effectively. 👉 As a professional with both a technical and strategic perspective, I focus on bridging the gap between cutting-edge technology and practical business solutions. I explore how AI frameworks such as LlamaIndex and LangChain, advanced APIs from OpenAI, Anthropic, Google, and Hugging Face and the latest agentic systems such as AutoGen, MagenticOne, CrewAI, SWARM, SmolAgents, can be tailored to solve complex challenges in finance and beyond. Feel free to connect if you share a passion for AI, finance, or simply enjoy exchanging ideas about the exciting future of technology. --- 👉 Sign up for the waitlist of my AI Agents in Finance course: https://machinelearning-basics.com/ai-agent-in-finance/ … more Top skills Algorithmic Trading • Large Language Models (LLM) • Python (Programming Language) • LangChain • llamaindex