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

Leave a Comment / AI, All, Uncategorized /

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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Parser recognised in the 9th edition of the FT 1000: Europe’s Fastest-Growing Companies 2025

Leave a Comment / All, Emerging Tech, Events /

March 5th, 2025 – Parser is proud to announce its inclusion in the 2025 FT 1000, the annual ranking by the Financial Times and Statista that recognises Europe’s fastest growing companies. This distinction highlights businesses that have demonstrated remarkable growth, resilience, and adaptability in recent years. The FT 1000 ranks companies based on their compound

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How to Manage Multi-Language Open Source SDKs on GitHub: Best Practices & Tools

Leave a Comment / All, Architecture, Backend, Software Project Management /

Introduction In modern software development, Software Development Kits (SDKs) play a pivotal role in bridging the gap between APIs and developers. Managing an open-source SDK project on GitHub that supports multiple programming languages can be challenging, but it also presents an opportunity to deliver a scalable and robust product. This article explores best practices and

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The Software Orchestra: Developers as Directors in the Age of AI-Assisted Programming

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Introduction In a time when software development is evolving at an unprecedented rate, we’re not just witnessing a paradigm shift, we’re actively shaping it. As tech leaders like Mark Zuckerberg emphasise, the future of development is AI-assisted and human-guided. This future is already unfolding, redefining the roles and dynamics of the development teams. What was

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

Leave a Comment / AI, All, AWS, Events, Uncategorized /

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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Building Effective and Responsible AI Agents: The Importance of Recognising Causal Reasoning Limits in Generative AI

Leave a Comment / AI, All, Thoughts, Uncategorized /

In this article, we examine why understanding causal reasoning—and recognising the limitations of large language models (LLMs) in this area—is crucial for implementing AI Agents effectively. As organisations increasingly turn to AI Agents to perform complex tasks, awareness of these limitations becomes essential to assess their true capabilities and to ensure responsible, reliable deployments that

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Creating a Serverless AI Bot Fine

Leave a Comment / AI, All, Architecture, Uncategorized /

Introduction As technology continues to advance, organisations and developers are constantly seeking efficient, scalable, and cost-effective solutions for their applications. In this article, we’ll explore how to create a powerful, serverless AI bot by leveraging key Amazon Web Services (AWS) technologies like Lambda, Bedrock, and DynamoDB.  Implementing this solution using serverless architecture is often more

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Crafting a Strong Data Strategy: Prioritising Data Quality and Governance

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In an increasingly data-driven business environment, a solid Data Strategy is essential for companies seeking to stay competitive, ensure compliance, and enhance operational efficiency. A well-designed data strategy is not just about managing data, it’s about transforming raw data into actionable insights that can influence decision-making at every level. Key to this transformation are two

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Understanding LLMs’ Reasoning Limits Today: Insights to Shape Your Strategy

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One critical question underpins the excitement around LLM’s potential: just how intelligent are Large Language Models (LLMs) when it comes to reasoning? Asking this question is crucial, as understanding the true capabilities of LLM’s enables us to apply it more effectively and to make strategic decisions on where to invest in skills that foster long-term

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My Aha Moments from MWC24 Las Vegas: The Conference

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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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