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2025

  • Bad AI Ideas: Image-Posts Generator for Social Media

    The second installment in our 'Bad AI Ideas' series examines a recurring request from marketing companies: building an AI system that automatically generates editable image-posts for social media. We explore why this seemingly straightforward idea presents significant technical and business challenges.

  • Bad AI Ideas: Legal Admin Tool

    In our 'Bad AI Ideas' series, we start with a cautionary tale from the legal sector. A potential client's request for an autonomous, AI-powered deadline manager serves as a perfect case study for identifying unrealistic project goals and understanding the critical need for human oversight in high-stakes AI applications.

  • (Updated: )
    LLMs, AI Integration, & RAG resources

    A collection of AI Products Development & Retrieval Augmented Generation (RAG) resources, either informative blogposts or tutorials, along with books, tweets, youtube videos, short courses, etc, that I have found useful at some point during my career.

  • Start with the Problem, Not the Solution

    Focus on the problem, not the solution. A systematic approach to implementing AI that delivers real business value.

2024