PinnedPablo Hernandez LealFrom NeurIPS to the Real World: Key Takeaways from Competing in Pommerman“In theory there is no difference between theory and practice. In practice there is.” — Yogi BerraJun 26Jun 26
PinnedPablo Hernandez LealPrompting, the Wonderful Wizard (Part 2)This is my second post about Large Language Models (LLMs).Jun 17Jun 17
PinnedPablo Hernandez LealPrompting, the Wonderful Wizard (Part 1)This is my first post about Large Language Models (LLMs), and given all the information available, it’s challenging to write something…Jun 12Jun 12
Pablo Hernandez LealInterpretability of ColPali in Financial DocumentsRetrieval Augmented Generation (RAG) is one of the most common use cases of LLMs. The first step of Retrieval is usually performed with…3d ago3d ago
Pablo Hernandez LealDynamic Pricing and Optimal Execution: Applied Reinforcement LearningTL;DRJul 41Jul 41
Pablo Hernandez LealRerank and RAG for Financial ChatbotsPart 3: Lexical Search + Rerank + RAGJun 27Jun 27
Pablo Hernandez LealBuilding a Financial Education Chatbot with Retrieval Augmented Generation (RAG)Part 2: RAG with embeddings and vector databaseJun 21Jun 21
Pablo Hernandez LealUsing In-Context Learning and Semantic Similarity for Financial Education Chatbots v0.1This will be a series of blogposts addressing different challenges while developing a financial education chatbot.Jun 19Jun 19
Pablo Hernandez LealLessons From Six Years of Applied Machine Learning in IndustryIt’s been more than six years since I started working in industry doing Machine Learning. I wanted to delve a bit deeper into my experience…Jun 4Jun 4
Pablo Hernandez LealQuantitative Research and Machine LearningI think of myself as a Machine Learning (ML) person with my most recent application domain being finance. However, I’ve worked alongside…May 26May 26
