Author name: Martin Miceli

From Prompts to Pipelines: What the GenAI Intensive Course with Kaggle and Google Taught Me About Real-World AI Systems

Abstract This article presents a practical case study of building a GenAI-powered system for matching CVs to job descriptions and ranking candidates fairly, based on insights from the Kaggle/Google GenAI Intensive Course. We detail the end-to-end pipeline, discuss prompt engineering, structured outputs, fairness evaluation, and lessons learned, with a focus on real-world HR applications at […]

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Revolutionising Generative AI: Key Insights from AWS re:Invent Las Vegas, 2024

AWS re:Invent 2024 was a showcase of how Generative AI is evolving, with a focus on low-code graphical solutions that make building applications simpler than ever. From innovations in Agents and Retrieval-Augmented Generation (RAG) to breakthroughs in fine-tuning Large Language Models (LLMs), the event highlighted tools and methods that are empowering “Builders” to create impactful

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My Aha Moments from MWC24 Las Vegas: The Conference

After attending MWC24 in Las Vegas, I’d like to share some highlights that captured my attention. Compared to MWC24 Barcelona, the Las Vegas edition was a more intimate experience, with smaller crowds and shorter walks between sessions. The convenience allowed me to attend more AI-focused events, which was perfect for my company Parser, our AI-driven

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